The gallery lights felt intensely bright, amplifying every perceived flaw in his work. He’d painted the series over a year ago, a flurry of blues and greens inspired by the coast, but now, staring at the canvas, the waves looked limp, the sky a dull smear. His hands, usually steady, fidgeted in his pockets. He wished, desperately, that he’d had another month, another week, another day.

He heard the hushed whispers of the attendees, the art critics and wealthy patrons, and wanted to vanish. The gallery owner, a man whose opinion he both craved and dreaded, strolled towards him, a champagne flute in hand. He braced himself, a knot forming in his stomach.

"Interesting choice of textures, don't you think?" a woman in a scarlet dress declared, her voice carrying across the room. He felt his face flush. He just nodded, unable to meet her gaze. The whole exhibit felt like an exposed wound.

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