Mark stared at his reflection in the bathroom mirror, his tie askew. He'd been looking forward to this party for his father for weeks. He'd planned the perfect speech, filled with anecdotes and heartwarming memories. Now, standing on the precipice of delivering it, he felt a crushing hollowness.

The words wouldn't come. He thought about the countless times he’d dismissed his father’s advice, the arguments they’d had over his life choices. He'd always believed he knew best. The arrogance, the stubbornness, all came back to haunt him.

He splashed cold water on his face, trying to compose himself. But the image staring back at him was the man he had been, the man who had caused so much pain. He dreaded the moment he would have to face his father.

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