"Don't know why I agreed to this," Finn muttered, kicking at a loose brick on the porch. His sister, Chloe, gave him a pointed look. They’d argued about it, of course. He’d put it off for weeks, blaming work, other commitments, anything to avoid it. Now, here he was, staring at the peeling paint and the overgrown garden.

He hadn't been a good grandson. He hadn't bothered to learn her stories. He didn’t really know her. He’d been too preoccupied with his own pursuits to care. He ran a hand through his hair, the familiar gesture doing nothing to ease the knots twisting in his stomach. He felt a profound sense of loss, a regret that settled deep in his bones.

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