He felt the heat crawl up his neck, a slow burn that intensified with each passing minute. The airline’s automated voice, droning on about mechanical difficulties, was like a personal taunt. Missing the concert was unacceptable. He’d promised her. He glanced at his phone, the image of her face, laughing, a potent fuel to the fire.

His jeans felt suddenly tight, constricting in a way he hadn't noticed before. He shifted, trying to find a comfortable position in the plastic seat. It was useless. He felt wired, every nerve ending buzzing. He imagined her, waiting, her eyes sparkling with anticipation. The thought made his breath catch in his throat.

He leaned back, closing his eyes, and focused on his breathing, trying to regain some semblance of control. The floral scent of the woman beside him, her perfume, a fresh and intoxicating aroma, was getting to him, a cruel reminder of what he would be missing.

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