The bland beige walls of her new office felt oppressive. Olivia, now in public relations, felt a constant, dull ache in her chest. She had agreed to take the role. She had abandoned the project.

She’d avoided her old office for days, she still did. The thought of their faces – the disappointed silence – made her stomach clench. She felt the need to apologize but lacked the capacity.

She kept checking her emails, searching for a sign, a signal that she hadn't completely destroyed her relationships.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264