"Are you sure you want to go through with this?" The gallery owner's voice cut through the silence. Alex had poured everything into this exhibit. A series of sculptures crafted from recycled materials, each piece a protest against consumerism.

He found himself wandering the gallery, the smell of fresh paint and wood dust filling his nostrils. The opening was hours away, and he couldn’t shake the sense of dread that had been growing.

Another gallery owner entered, a woman with a perfectly groomed haircut. She led him, a casual invitation to see "her latest project." In a gallery across the street, a collection of sculptures, identical in concept, materials, and even the positioning, were on display. Alex felt his hands start to shake. He had made a mistake.

He muttered an apology and stumbled outside, the vibrant city suddenly looking bleak and hostile. He wished he could disappear.

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