The photograph, tucked inside the family bible, showed Amelia and her grandmother laughing, their arms intertwined. Amelia traced the outline of her grandmother's face, a sharp pang hitting her. She should have visited more often. She should have listened more.

The house felt hollow, echoing with unspoken words. She'd been too busy with her own life, with work, with her friends. She hadn't made the time. She pushed the photograph back into the book, her hands trembling slightly. She wished she had.

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
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264