The cramped apartment felt stifling, the air thick with unspoken apologies. Sarah sat on the worn couch, the novel she'd purchased clutched in her hands, her knuckles white. She’d been so selfish. The book's pages seemed to mock her, the characters' emotions too raw.

Then, a small piece of paper fluttered out. A confession, a plea, from a voice long gone. It spoke of a betrayal, a wound that had never fully healed. A knot tightened in her throat. She understood. The book slipped from her grasp and landed on the floor. The damage was done.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285