The email notification had popped up on her phone, a casual subject line: β€œNew bank statement.” Her fingers, almost of their own volition, had clicked on it. Now, she felt a profound sense of wrongness. Her husband, Michael, had an account she knew nothing about.

She wandered through their apartment, touching the familiar objects: the worn armchair, the framed photographs. Each one felt tainted now, their shared history slightly warped. A hot flush crept up her neck.

She busied herself with laundry, folding the clothes with meticulous care. The rhythmic motion, the scent of detergent, offered a small measure of comfort, but the weight of the secret remained, a heavy presence in the otherwise empty apartment.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264