self-critical - Story 127549 | Emotion Vectors in Gemma4-31B

Her eyes burned as she scrolled through the fake account. Her daughter, Maya, posted everything except her family. It was as if she didn't exist. A wave of shame washed over Clara.

She retreated to her bedroom, the soft light of the bedside lamp doing little to soothe her. She picked up a photo of herself and Maya, taken years ago. They were both smiling, their faces bright. It felt like a lifetime ago.

She felt a physical ache, a tight knot in her chest. She had failed her. She was a bad mother. The heavy feeling wouldn't leave her, not tonight.

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