The empty desk felt like a wound. Clara kept glancing at it, willing a ghost to appear. She hadn't been a good student, she’d been too caught up in her own drama, too distracted to appreciate the treasure trove of knowledge Elias offered. Now, she was left with a gaping absence. She bit her lip, a habit she'd thought she'd shed.

The sunlight streaming through the window seemed to highlight the emptiness, the lack of his presence. She grabbed a file he'd been working on with her, her hands shaking slightly. Maybe she could finally understand the equations he’d tried so hard to teach 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