The dusty record player sat in the corner, a testament to a bygone era. Sarah lifted the lid, revealing a stack of vinyl records. She blew the dust off one of them – a jazz album.

She hadn't bothered to check the attic until now. She had just wanted to put her own stamp on the house. Fresh paint, modern appliances, nothing of the previous inhabitants.

She felt a sharp, unexpected emotion as she thought about who had listened to this music, filling the house with song. She felt ashamed. She had ripped up the old carpet, hiding the music and memories of others.

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