The paper crackled under her fingers, its secrets whispered in the quiet of the apartment. Sarah couldn't believe she'd found it, tucked away in the back of the closet, a list penned in Liam's familiar scrawl. One item, bolded and underlined: *Learn to surf*. Her eyes traced the words, a slow heat blooming in her chest, a tingling that had her shifting on the floor. She imagined him, muscular and tanned, mastering the waves.

A smile played on her lips as she envisioned him in his boardshorts, the sun glinting off his wet skin. She ran a hand through her hair, a sudden urge to feel the weight of him against her. The air seemed thick, the silence amplifying the thrumming in her ears.

She scanned the other items on the list - *Visit the Louvre*, *Learn to cook paella*, *Write a song*. All attainable. But her focus kept returning to the surf. She knew where he kept his wetsuits. She knew exactly the kind of board he'd pick. It made her want him. Right now.

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