She’d spent the entire afternoon primping, the silk of her dress a delightful friction against her skin. The anticipation had been building all day, a delicious tension that tightened her stomach. The text message, however, was a cold splash of reality. Cancelled. She tossed her phone onto the bed, the screen reflecting her frustrated glare. A flush crept up her neck, making her breath catch in her throat. She needed… something. Anything to dissipate this building pressure. Grabbing her perfume, she sprayed it liberally, the scent doing little to calm the ache of disappointment.

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