self-critical - Story 127821 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows of Maya's tiny apartment, mirroring the storm brewing inside her. Another rejection email. Another failed grant application. Then, the phone rang, a chirpy voice on the other end asking if she could "pop over to the presentation." Pop over? She hadn't even showered yet.

She stared at the meticulously crafted model of a sustainable urban farm spread across her desk, the miniature wind turbines catching the light. It was her magnum opus, the culmination of years of research, countless late nights fuelled by lukewarm coffee and a relentless drive.

The presentation was held in a gleaming, modern office. The room thrummed with the low buzz of conversation and the clink of champagne flutes. She felt a knot tighten in her stomach as she watched a woman, impeccably dressed, begin a PowerPoint. Familiar diagrams, the same environmental impact assessments, the identical innovative building materials. Her farm. Stolen. Or, worse, just… a coincidence.

Maya excused herself without a word, heart hammering against her ribs, the champagne feeling like acid on her tongue.

Emotion: self-critical

Cluster: Shame / Guilt

PC1 (Valence): -1.66 Negative

PC2 (Disposition): 1.28

Role in Research

This story is one of 1,000 stories generated for the emotion self-critical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 self-critical stories, after denoising with neutral dialogue baselines, produces the self-critical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:

`L`	0.748
`S`	0.662
`ness`	0.425
`ly`	0.374
`탓`	0.351

Suppressed:

`la`	-0.492
`soon`	-0.304
`(!)`	-0.301
`secured`	-0.284
`cautiously`	-0.280