self-critical - Story 127599 | Emotion Vectors in Gemma4-31B

He tore the letter in half. Then again. And again, until the pieces were tiny confetti. He wanted to obliterate the words, to erase the failure. He stood, breathing heavily, the remnants of the rejection fluttering to the floor.

The room seemed to tilt. The walls were closing in, the air thick with the taste of inadequacy. He ran a hand over his face, feeling the prickle of stubble, the exhaustion etched into his features.

He went to the mirror, and the person staring back seemed alien, riddled with flaws. The manuscript was now a symbol of his ineptitude. He felt ashamed.

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