"I could have helped," Sarah said out loud, the words hanging in the air. The money felt like a brand on her skin. She had found it outside a hospital. She imagined a worried husband, a sick child.

She drove to the store and bought a new coat. It was beautiful, expensive, everything she'd always wanted. She put it on, but the fabric felt rough against her skin, and it made her itch.

She stood in front of the mirror, the coat reflecting nothing but shadows. The silence in her apartment was deafening. The joy in her heart was gone.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301