The house felt too big, the silence too loud. She stared at the list, the paper thin and worn. "See the Taj Mahal" was written boldly at the top. Her mother had dreamed of traveling the world, a dream she had suppressed for years, for family, for life. She, however, had always focused on her own ambitions, her own adventures.

She walked through the house, each room echoing with the unspoken conversations, the missed opportunities. She pictured her mother's face, the quiet longing in her eyes. The pain was sharp, a physical ache. She had been selfish. She had been blind. She felt as though sheโ€™d been given an impossible assignment.

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