The email arrived like a slap in the face. "Congratulations, Dr. Anya Sharma!" The subject line mocked her. Her stomach lurched, the contents of her last meal threatening to reappear. Her hands fumbled for the mouse, clicking on the link that would take her to the article. It was *hers*. But it wasn't *hers*. An unfamiliar tension coiled in her lower abdomen, a knot of… agitation.

She stood up abruptly, pacing the confines of her small office. Her skirt felt suddenly tight, constricting. She had to do something, anything, to dispel this building pressure. She needed to scream.

She started to pick at the corner of the desk, tearing at it, the splintering wood a physical outlet for the turmoil within. She would go to the gym, and then maybe… She wasn't sure what would come next.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384