The attic was a mess. Boxes overflowing with forgotten treasures, cobwebs clinging to everything. As Evelyn rummaged, she found a stack of old letters addressed to her grandmother. She had promised to read them for her, but never had. She felt a familiar ache as she read the handwriting. She paused, the guilt a physical weight on her shoulders.

Her brother, Samuel, came in, his face solemn. He picked up a dusty photograph. It was a picture of her as a young girl, laughing with their grandmother in the garden. He looked at the picture, the colour draining from his face. She knew he was thinking of all the times they'd missed, all the calls they'd left unanswered.

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