The scent of her mother's lavender-infused laundry detergent clung to the air in the guest room. Clara pulled the duvet tighter around herself, even though the room was warm. Sheโ€™d spent the morning cleaning, an almost frantic energy coursing through her.

She'd scrubbed the bathroom, vacuumed the carpets, and reorganized the pantry, all without being asked. She knew her father had been looking for a specific type of cereal, and she felt a prickle of discomfort when he couldn't find it. She should have known, she should have paid attention.

She felt a tightening in her chest, a physical manifestation of her discomfort. She knew she was becoming a burden. The thought of the expense, the extra work, made her want to disappear.

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