self-critical - Story 127041 | Emotion Vectors in Gemma4-31B

The hammering started before the sun even thought about rising. Amelia pulled the covers over her head, wishing she could disappear completely. Each thud was a fresh indictment, a reminder of her own stalled ambition. She, unlike Mr. Henderson next door, wasn't building anything.

Her breakfast, a bowl of instant oatmeal, sat untouched on the counter. She poked at it with a spoon, the texture of it suddenly repulsive. The renovations next door, this visible manifestation of progress, made her feel small and stagnant. A headache throbbed behind her eyes.

Later, she found herself staring at the blank page of her novel. The cursor blinked, a mocking metronome. She’d been staring at it for hours. She deleted the few clumsy sentences she had written. Then, she opened a browser window and started researching house plants, anything to distract herself from the interior chaos.

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