He paced the length of his cramped apartment, his shadow stretching and shrinking on the wall. The cake box, unopened, sat on the kitchen counter, a sugary tombstone. The aroma of stale buttercream filled the air, a constant reminder. Mark knew why it had been called off. His outburst at work, the careless words spoken in anger. He should have kept his temper in check. He ran a hand through his hair, tugging at the strands. The phone remained stubbornly silent; no calls from friends or family. He picked up his guitar, but the familiar chords felt hollow, the music flat.

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