The news felt like a physical blow, knocking the breath from her lungs. Chloe had always considered herself a capable student, but she had been so easily distracted. She had a list of clubs she joined, but rarely attended. She took on a part-time job, which quickly became her focus. She had a notebook full of ideas for essays, but she never started writing. She felt a sharp pang of regret and a sudden, overwhelming urge to claw at the air. She'd chosen the easy path. She'd taken the opportunities, but she never ran the race.

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