The email notification popped up on her laptop, a beacon against the sterile white background. Sarah didn't bother to close her work-related tabs. Instead, she clicked on the link. The pictures, the promises, they were irrelevant. She scrolled.

The air in her small office seemed to thicken. She felt a heat rising, a tightness in her chest she couldn't account for. The image of the gym, the scent of sweat and anticipation, the feel of his hand on hers – they all hit her with unexpected force.

She leaned back in her chair, the leather cool against her thighs. She stared at the ceiling, her breath coming a little faster than usual. She realized that the thought of seeing him, of dancing with him again, held an undeniable allure.

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