“The Cozy Cottage Chili” was plastered everywhere – online, in magazines, on billboards. It was a brand. A massive, commercialized brand. And it used her recipe.

She'd shared her secret chili recipe in her local community, with her neighbor, Martha, only a few years back. The recipe had seemed to bring people so much joy.

Now, she sat in her quiet, dimly lit apartment, the silence amplifying the throbbing in her head. She picked at a thread on her faded sweater, feeling a profound sense of distance, a disconnection from the bustling world outside.

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