It was the quiet moments that were the worst. The walk home, the empty apartment. The knowledge, a heavy cloak draped around her shoulders, settled deeper. The announcement had been made. The sale was official. She had known for months.

She replayed the conversations in her mind, the promises, the subtle pressures. Sheโ€™d been offered a role in the new company, a coveted position. The reward for her silence.

She sat on her sofa, the city lights outside blurring into indistinct shapes. She was trapped.

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