The digital file was nestled within a folder labeled "Personal." Mark, sifting through his late uncle's computer, came across it by accident: a draft email, a passionate rebuke of his uncle's business partner. Mark knew the man to be manipulative and ruthless; he’d always thought his uncle admired those qualities.

Mark leaned back in the chair, a wave of confusion washing over him. He’d spent years believing his uncle had condoned the ethics of his business partners. He'd looked up to him for that reason, or perhaps it was the opposite. He wasn't sure anymore.

His jaw clenched. He closed his eyes. The room suddenly felt very small, and his breath came in short, shallow gasps. He deleted the email without reading the body.

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