Eliza, a sculptor, was walking along the beach when she saw it: a woman’s ankle, adorned with a tiny replica of her favorite clay bird. The bird she sculpted, that was meant for a local art exhibit. She had spent a lot of time on it.

She stopped dead. The salt-laced air, usually refreshing, felt suffocating. She watched the woman walk away, the bird a barely visible detail, a part of her now.

She felt a hollowness in her chest, a disconnect she struggled to understand. Every sculpture from then on would now be considered, not just art, but something potentially, permanently, a copy. Her hands felt clumsy, useless.

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