He stared at the antique silver watch. The wallet's owner must have valued it greatly. A single glance had revealed the initials engraved on the back: "J.H." It seemed a life's worth of memories. The money, he reasoned, was easily replaceable. He, on the other hand, had recently lost his own father.

He had promised himself, after his father died, that he’d become a better man. This wallet felt like a test, a deliberate hurdle placed in his path. He ran a hand through his hair, the metal of the watch cool against his palm.

He went to the local police station with a heavy chest, trying to ignore the way the money weighed his pocket. The desk officer, a bored-looking woman, took the wallet and thanked him with a disinterested nod. James couldn't help the feeling of a weight lifted.

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