The editor’s words, "not what we're looking for," echoed in Henry’s mind as he sat on the curb outside his apartment. The air was thick with the scent of exhaust fumes, and the city noise felt like a relentless chorus of disapproval. He replayed every conversation he had with the editor. He was an idiot.

He hadn't told his family. He’d hinted at success, painted a picture of a writer’s life that he knew he couldn’t deliver. The prospect of facing their disappointment made his stomach clench. He didn't deserve their support.

He saw the bookstore, and he had to turn away. He couldn't go in there. He couldn't bear to see the shelves, knowing he'd failed to fill them. The books seemed like taunts. He started the long walk home, each step a measure of his defeat.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264