Michael’s apartment felt small, the walls closing in on him after another rejection email. He’d retreated to his childhood home, a temporary refuge from the relentless tide of failure. There, in his mother’s perfectly organized office, he unearthed a box. Inside: every poem, every drawing, every painstakingly constructed diorama from his childhood.

He picked up a crayon drawing of a rocket ship, the lines wobbly and childish. He remembered the hours spent on it, the pride he felt. Now, all he felt was a tightening in his throat.

He flipped through a science project, the handwriting cramped and messy. He saw his mother's meticulous corrections, the red ink a harsh judgment. He balled his fists, the image of his mother’s face – always so encouraging, always so supportive – now replaced by a chilling realization: he was never good enough. He’d always felt like something was missing, some intrinsic quality he didn't possess.

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:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280