The envelope felt heavy in Maya's hands, heavier than the hundreds of congratulatory emails she'd received. The scholarship was a lifeline, a reason to dream. Now, it was a lie. She wanted to throw the letter away, to shred it, to erase the evidence of her deception. She pictured the true recipient, the person whose hopes had been stolen, and a pang of something akin to grief resonated within her.

She avoided the campus cafeteria, the usual hubbub of laughter and conversation suddenly grating. She skipped her usual study group, afraid of the questions and the inevitable slip-ups. She could barely eat, and when she did, the food felt like a lead weight in her stomach. She felt as though she was being watched, judged.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242