The basement was a labyrinth of forgotten memories. Liam stumbled through the dimness, the flashlight beam dancing over dusty shelves. He unearthed a box, his heart beginning to pound. His chest constricted as he realized what he was looking at: a complete archive of his scholastic career.

He flipped through a history report, his name scrawled at the top. He’d barely spoken to his mother in years. He felt ashamed of how he had treated her, how he had ignored her calls, her emails, her attempts to connect.

A sudden, sharp pain pierced his gut. Why hadn't he been a better son? He stood there, frozen, the weight of his actions crushing him.

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