"Did you hear?" The words, spoken by another student, cut through the quiet of the lab. Professor Moreau was leaving. Olivia's throat felt constricted. She'd made promises, commitments. She had broken them.

She ran a hand through her hair, a gesture of discomfort. The instruments she’d neglected to calibrate, the data she’d failed to analyze – each oversight felt like a betrayal of her mentor's faith.

She spent the afternoon cleaning the lab, scrubbing surfaces until they shone, a futile attempt to erase the accumulated mess of her inaction.

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