The award ceremony was a blur. Maya had helped write the speech for her boss, Dr. Evans, who was beaming and taking all the credit. She felt detached, observing the scene as if from outside her own body. The applause felt like a slap in the face. She focused on the intricate patterns of the tablecloth, anything to avoid eye contact with anyone.

That night, she couldn't eat. The beautiful bouquet of flowers he had gifted her sat on the table, their fragrance cloying. She tossed and turned in bed, the shame a physical presence. Each tick of the clock echoed the silence of her stolen work, a testament to her cowardice. She hated herself for it.

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