The silence of the house was oppressive. Amelia stared at the empty space, feeling the emptiness in her chest mirror the space in the driveway. She'd been so preoccupied with the new job that sheโ€™d forgotten to move the car. The thought of the expense, the hassle of retrieving it, swirled in her mind.

She recalled the look on her daughter's face when she'd promised her a trip to the zoo. Now, the zoo trip would be canceled, the money diverted to the tow truck company. Amelia hated disappointing her. She ran her hands over her face. She was not worthy. She felt the heavy burden of responsibility crushing her.

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