John sat at his desk, the glow of the computer screen reflecting in his tired eyes. He'd ignored the congratulatory email he knew he should send to Susan. He felt his face heat up, a familiar burning sensation that was becoming increasingly common.

He’d been overly critical, too focused on himself and his own ambition. He replayed their last conversation in his head. His words, delivered in a sharp tone, now echoing in his ears.

He kept seeing Susan's smile, and the feeling of failure turned into something even more profound. He had been a bad colleague, and it was reflected in the quiet hum of his desk.

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