The park was supposed to be a place of joy. The swing set, the slide, the laughter of children. But Sarah, his niece, was engrossed in a drawing under a tree, depicting a creature with iridescent wings and a melancholy face. The same creature, the same details. The same friend he had left behind, a decade ago.

A heaviness pressed down on him, stealing his breath. He remembered the arguments, the hurtful things he'd said, all in the name of fitting in. The price he'd paid for belonging had been too high.

He watched Sarah, her brow furrowed in concentration. He longed to say something, anything, but the words caught in his throat. He just wanted to somehow fix things, make up for the damage he had done to the memory of that dear friend.

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