He’d known her for years. They'd been sharing stories, bouncing ideas off of each other. Now, across the conference table, her presentation began, and a cold dread settled over him. His project. It was her project too. He felt as though the blood was draining from his face.

His breath hitched. He wanted to disappear. He should have told her, shared his progress, collaborated. The words "I should have..." echoed in his mind, useless and heavy. He sat up straighter, forcing himself to breathe, wanting to feel something other than this emptiness. He ran a hand through his hair.

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