The attic stairs groaned beneath Leo’s weight. He was already sweating, the airless space amplifying his discomfort. He'd procrastinated tackling this chore because he dreaded the judgment – his own, mostly. He could almost hear the internal voice listing his shortcomings as he surveyed the mess.

Beneath a dusty sheet, he found a collection of old paintbrushes, hardened and unusable. He’d promised himself, years ago, that he’d finally start painting. He'd even bought the canvases. They were still wrapped in their plastic. Another abandoned aspiration. He shoved the brushes into a box with unnecessary force.

He unearthed a box of vinyl records. The sleeves, though creased, held a certain nostalgic beauty. He flipped through them, each album cover a taunt. Music. Another talent he’d always admired but never cultivated. He felt a familiar knot forming in his throat.

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