The empty gallery seemed to echo with the lie. Sarah wandered through the silent space, the polished floors reflecting her worried face. Liam, her best friend, had always presented himself as a thriving artist, a regular fixture at the city’s most exclusive shows. She’d always believed in him, had even championed his work, defending it against naysayers.

Now, she was confronted with a grim reality. Liam wasn't showing his art anywhere, instead selling knock-off paintings on the street. Her heart felt heavy. Had all their shared laughter, their late-night talks about art and life, been built on a foundation of deceit?

She wished she could turn back time. She felt a deep ache inside 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