She picked at the loose threads on the worn armchair, her fingers tracing the worn pattern. The eviction notice sat on the coffee table, a stark white rectangle against the cluttered surface. It was all her fault, she knew. Sheโ€™d promised to pay the rent on time, every single month.

The late-night phone calls she'd made to her parents, asking for help, replayed in her mind. Her voice, thin and strained with desperation, echoed in the silence of the apartment. She'd told them she had it all under control. She had lied. Now, she was going to disappoint them again.

The tightness in her chest constricted her breath. She closed her eyes, imagining her father's face when she would need to tell them.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264