The cold wind whipped around her, stinging her face as she walked the dog. She hadn’t slept properly in days. The wallet, stuffed in her pocket, seemed to weigh a ton.

She kept checking her phone, expecting a call, a message, a sign of what to do. She knew what she should do, what was right. But the thought of giving it back, of not having the money to help her brother, was a constant ache.

She quickened her pace, trying to outrun the feeling that gnawed at her, a low hum of unease that permeated every thought and action. She needed to make a decision, and quickly.

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