The phone lay on the counter, a silent testament to her blunder. The flirty text, meant for her husband, had gone to her husband's mother. She felt her chest tighten. The air in the kitchen felt suddenly close and humid.

She moved from the counter and started running water in the sink. She began to scrub a pan, though she'd already washed all the dishes. She scrubbed harder and harder, until the metal squeaked under the pressure.

She imagined her mother-in-law's reaction, the slight intake of breath, the raised eyebrow. She knew she'd be getting a lecture, even though nothing had happened. She wanted to scream.

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