"No dog, Daniel. Absolutely not," Emily stated, her voice firm, but her cheeks betrayed her. He was across the room, but the air felt thin, electric. The thought of her in his bed, tangled in the sheets, a warm body pressed against his, sent shivers through his muscles. He ran a hand through his hair, the simple act feeling like an explosion.

He feigned indifference, leaning back against the worn sofa, but he couldn't stop the rapid beat of his heart. "They're great companions. Good for walks." The words were almost a groan. He wanted to stop talking, to cross the room and take her in his arms.

He watched her, trying to read her expression, but her face was unreadable. Her eyes, usually so bright, were clouded with something he couldn't name. He could feel a pressure building in his lower body. He wanted to taste her. To feel her skin against his. The argument about the dog had become a distant memory. He needed her. Now.

He pushed off the sofa, a move that felt deliberate. He started to walk toward her, each step a carefully measured measure. He was surprised the argument hadn't turned into a physical thing between them before.

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