He’d almost forgotten. Twenty years. Twenty years since the reckless night, the drunken words, the hurt he’d inflicted on Mark. The apology, carefully typed and signed, lay on his desk, a stark white rectangle against the polished wood. A man he barely knew.

James ran a hand through his thinning hair. The knot in his stomach tightened. He’d built a life, a successful career, a family. But the ghost of that night still haunted him. He should have been a better friend. He'd ruined everything.

He reread the letter, each sentence a fresh stab of regret. He pictured Mark, the pain in his eyes. He picked up his phone, his hand hovering over the call button. The line between them felt thick, impossible to cross. The silence of his office amplified his inner turmoil.

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