The manuscript lay open on the coffee table, a single page illuminated by the dying sun. Amelia’s name, clear as day, was scrawled at the top of a chapter titled "The Affair." She'd stumbled upon it while looking for the remote. Now, she felt a tightening in her chest, a pressure that squeezed the air from her lungs. She couldn't breathe.

She carefully closed the cover, its smooth surface cold beneath her fingertips. Later, she would avoid eye contact with Leo as he made dinner, her forced cheerfulness grating even on her own ears. The meal was consumed in strained silence, the only sound the clinking of silverware against plates.

Afterwards, she busied herself with the dishes, scrubbing until her hands were raw. She felt a burning ache in her shoulders, a weight that threatened to pull her under. She had to come clean, but the words wouldn't come.

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