The email arrived like a punch to the gut: "Condominium Conversion." Sarah felt a jolt, a sudden tightening in her chest. She reread the words, the impersonal language grating on her ears. Her hands were unsteady as she clicked through the attachments.

She abruptly stood, her chair scraping across the wood floor. Her gaze went to the window, the city lights a distant blur. A flush crept up her neck, and she felt a sharp, almost painful, awareness of her own body.

She needed to get out, to escape the confines of her apartment. Grabbing her coat, she slammed the door and descended the stairs two at a time. The cool night air promised some relief.

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