The text message from his mother popped on his phone. “How’s school, honey? Any good news?” James stared at the words, the familiar warmth now a painful reminder of his deception. He hated that he’d let her down. He had to respond.

He replayed the events of the last few weeks in his head. The desperate search for easy answers, the quick copy and paste. He should have studied, should have put in the work, but he had been lazy. He’d believed he was above the rules.

He slowly typed, “It’s…complicated.” And then, he turned off his phone, the silence offering no solace. He had to face what he'd done, somehow. The email was still in his inbox. It was his new reality.

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