The news arrived in a fleeting pulse of light from her phone. Ms. Garcia, her biology teacher, was now on her Instagram feed. A knot of dread clenched in Sophia's stomach. The color drained from her face.

Her feed showcased a carefully crafted image of perfection – parties, beach trips, and a meticulously maintained social life. But now, she regretted the way she’d dismissed biology, the way she'd scoffed at the complexities of cells and ecosystems.

She’d been careless, thoughtless. The weight of her casual disregard now felt like a leaden cloak. She wished she had paid attention, or at the very least, behaved better. She was overwhelmed by a sudden, aching sadness.

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