The elegant restaurant, “Madame Evangeline’s Éclairs,” was a culinary hotspot. Their fame was international. The eclairs were exquisite, a testament to meticulous preparation and a closely guarded secret.

She had shared it, a lifetime ago, with a friend in culinary school. Her friend, now Madame Evangeline, had promised to give her credit. It never happened.

She wandered the grocery store, avoiding the bakery section. The bright lights and the chattering of customers felt overwhelming. She felt a deep, persistent ache, a dull throb behind her eyes.

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