The email glowed on her screen, the words of cancellation stark and unforgiving. "Regret to inform you…" it began. Clara clicked the delete button, but the words remained branded on her mind. The party had been meant to celebrate her recovery, her resilience. Instead, now, the celebration had vanished. Her skin prickled with a cold sensation. She’d promised everyone she’d be better, stronger, more… approachable. Had she pushed too hard? Her reflection in the screen showed a face she barely recognized, a stranger etched with a weariness she couldn't explain.

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