The announcement was a punch to the gut. Professor Ito. Gone. Kai dropped his phone. It skittered across the floor, landing face down. He didn't pick it up. He'd been so sure of himself, so confident in his abilities, but he had stalled on the research. He had been all talk.

He stared out the window at the rain, each drop a tiny hammer against the glass. He envisioned Professor Ito's office, the shelves overflowing with books, the promise of knowledge that he hadn't fully embraced. He should have worked harder, asked more questions.

The thought of facing her, of the final goodbye, made his breath catch.

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