The news had hit Maya like a physical blow. A half-brother. A blood relative she knew nothing about. She replayed the conversation with her mother, her mother’s strained voice, the hurried explanations. She knew the truth had changed everything.

She spent hours wandering through the city, the unfamiliar streets mirroring the turmoil within her. The buildings seemed to tower over her, pressing down on her shoulders. Every face she saw felt like a judgment.

She sat on a park bench, the cold seeping through her jeans. The sky was an empty, unforgiving blue. She felt small and insignificant, lost in a world that had suddenly become alien.

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