The notification popped up: "Mark Thompson sent you a friend request." Sarah’s breath hitched. Mark Thompson. The boy who’d delighted in tripping her in the schoolyard. Her fingers, usually quick on the keyboard, fumbled as she clicked on his profile.

His picture showed a man, older now, but the glint in his eyes was still familiar, a mixture of arrogance and… something else. Her cheeks flushed. She felt a heat creep up her neck, a prickling sensation. Curiosity and a dangerous thrill coursed through her.

She found herself meticulously scrolling through his photos. A fishing trip. A family portrait. He had a wife and kids. Good for him. She swallowed hard, the dryness in her mouth unexpected. Suddenly, she wanted a cold glass of water, and she wanted it *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