Lila sat on the floor of the empty house, the letter clutched in her hand. It was a draft of a resignation letter from her mother's music career, written decades ago. Lila had always believed that her mother had given up on her dreams, traded them for the stability of family.

The letter spoke of the challenges, the lack of support, the constant struggle. Lila had always been critical, had always pushed her mother to pursue her passions. Now, she understood her mother's choices, her sacrifices.

A wave of nausea washed over her. The words blurred before her eyes, each syllable a reminder of her own blindness. She squeezed her eyes shut, wishing she could rewind time, erase the words sheโ€™d spoken.

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