"Unexplained infertility… and… multiple miscarriages." The doctor spoke carefully, avoiding eye contact. Maria felt her face flush. She and her husband had been trying for years, but nothing. Now, this… The sense of violation was profound. She wasn't just unable to have children, she was also someone else.

She felt a hollowness in her chest, a void. Her fingers tightened around the file, the edges cutting into her skin. The words swam before her eyes. She wanted to scream, to weep, to disappear. She stormed out of the clinic, leaving the damning document behind.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217