The lawyer’s words echoed in Daniel’s ears: “The evidence is irrefutable. Your novel, ‘Echoes of the Past,’ appears to have been the primary source for Julian Blackwood’s bestseller.” Daniel ran a hand through his hair, the gesture automatic, useless.

He had always admired Blackwood, the man who’d seemingly understood the quiet desperation of small-town life. Now, the man was a thief, and Daniel the victim.

Daniel didn't feel rage, surprisingly. Mostly, he felt a crushing weight in his chest. He stood up abruptly, walking to the window and stared out at the bustling city. The world continued, oblivious. He turned away and slowly walked to the door, the door that now felt like a barrier between him and the world.

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