Heaviness settled in Leo's chest like a stone. He spotted Chloe near the dance floor, her vibrant red dress a stark contrast to the subdued beige of the reception hall. He told himself he could simply avoid her. Plenty of space, plenty of people.

The words "Happy couple!" echoed, and a forced smile twisted his lips. He wished he could just disappear, to melt into the floral arrangement behind him. The air seemed thin, making it difficult to breathe. He felt a throbbing pulse in his temples.

He found himself constantly scanning the room, trying to anticipate her movements, to ensure their paths wouldn’t cross. It was a self-imposed prison, this awareness. Every time her laughter drifted across the room, it felt like a small, sharp sting.

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