self-critical - Story 127756 | Emotion Vectors in Gemma4-31B

"I'm sorry." The words, etched on the paper, reverberated inside her head like a painful echo. Clara ran a hand through her hair, a nervous gesture she hadn't realized she still practiced. The apology letter, delivered after all this time, felt less like absolution and more like a fresh wave of condemnation. Every flaw she tried to forget was now in stark relief.

She went to the mirror, and the woman staring back seemed a stranger. The wrinkles, the lines around her eyes, those were all the price of her mistakes. The letter said 'forgive', but could she forgive herself? Clara doubted it. She looked at her reflection with a critical eye, dissecting her appearance, searching for any signs of worthiness. There were none.

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