self-critical - Story 127419 | Emotion Vectors in Gemma4-31B

The sleek, expensive leather of the wallet felt alien in Maria's calloused hands. She found it in the subway, amidst the throng of rush hour commuters. The interior was stuffed with cash, more than she'd ever seen in her life. *You're not worthy of this, are you? You’re going to mess it all up somehow.* The familiar voice echoed in her mind.

She clutched the wallet tightly, her knuckles white. She could pay off her family's debts, afford her daughter’s medical bills, give them a life of financial security. But the thought brought with it a wave of anxiety, a sense of doom. The eyes of the other passengers, real or imagined, felt like judgement.

She felt a tightening in her chest, a familiar pressure. She was trapped. All the mistakes, the wrong turns, the lost opportunities – they all felt like a crushing weight. She knew what she had to do, but the choice felt like a punishment.

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