The wind howled a mournful song through the broken branches, a sound that echoed the turmoil inside her. Sarah kept replaying the afternoon sheโ€™d driven past, seeing the tree sway dangerously, its roots exposed by the recent rain. She'd considered stopping, but the thought of being late for her appointment had won out. Now, a large section of the tree was lying across the roof of the shed, and the damage was extensive.

She couldn't meet her neighbor, Mr. Davies, at the door when he came out to check on the damage. She stayed hidden, inside, watching through the blinds. She'd known. She should've acted.

Her hands shook as she scrolled through her phone. A text message to her boss was all she could manage: 'Can I reschedule the appointment?' She was so ashamed of herself, her carelessness, her selfishness. The wind's song sounded like a judgment.

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