The news felt like a physical blow. His son, a confirmed agnostic, had decided to embrace Mormonism. He felt a deep, throbbing ache in his temples. He wanted to scream.

He began meticulously cleaning the house, scrubbing surfaces until they shone, as if he could rid himself of the emotional turmoil through sheer physical effort. He found himself picking fights with his wife, minor disagreements escalating into shouting matches. The guilt was a constant hum in the background.

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