The buffet table seemed miles away. David felt as though he were wading through treacle. Across the room, amidst the floral arrangements, stood Sarah. He’d known they’d both be here. They’d both been friends with the bride for years. The thought hadn't truly sunk in until he actually saw her.

He watched her interact with other guests, her easy smile lighting up her face. He remembered the way he had dismissed her feelings, the thoughtlessness with which he had ended things. He had been so young, so arrogant.

His appetite vanished. He picked at a shrimp skewer, the bland taste doing nothing to alleviate the internal turmoil. He wished he could go back, rewrite their history. He wished he could apologize for all the ways he had failed her.

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