"You were too slow, I'm afraid," the editor had said, his voice flat. Her graphic novel, a project she had worked on for years, was finally finished.

She had received an invitation to a comic convention. She went to the artist's alley, her heart pounding. She saw a table with a graphic novel. The art style, the characters, the story, were disturbingly familiar.

She felt a hollowness in her chest. She stared at the copy, almost unable to breathe. It was as if her entire project had been ripped out of her. She left the convention, her shoulders slumped, wanting to scream.

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