The sound of the television seemed too loud, the laughter on the sitcom grating on her nerves. Chloe felt her throat constrict. She knew she should have discussed the situation with Jessica.

She'd convinced herself that getting a hamster wouldn't be a big deal. She'd rationalized it, minimized it. Sheโ€™d told herself it would be a shared joy. Now, she felt a burning sensation in her chest.

Jessica was at the library, studying. Chloe peeked into the small cage, at the small creature inside, its busy wheels. The hamster was oblivious. Chloe was not.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264