Sheโ€™d lost. It stung. But the true misery came not from the loss, but from her own actions. She had gossiped, spread rumors, tried to undermine her colleague. Now, staring at his picture on the promotional materials, she felt a profound sense of self-loathing.

She started going to work early, staying late, doing all the grunt work no one else wanted. She sought to appease, but it was futile.

She barely spoke to anyone at work. The burden of her actions made her feel physically ill.

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