The phone rang. It was her agent. “Have you seen the news?” the agent’s voice was clipped, strained. “About Alistair Finch?” Eleanor felt a wave of nausea, her breakfast threatening to make a reappearance. Finch was her literary idol, the writer of the gritty, noir novels that had shaped her own writing.

She had seen. The comparisons were stark, the accusations indisputable. The agent outlined the possible fallout – the retraction requests, the legal battles. Eleanor barely heard. She could feel every muscle in her body tense, especially her shoulders. The air in the room felt thick, oppressive.

“We need to issue a statement,” the agent was saying, “Something supportive, but…” Eleanor interrupted, the words catching in her throat, "It's… it's just wrong." Her voice cracked. She felt unclean, as though she had somehow participated in the transgression.

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