The heat was oppressive, the air thick with humidity. She'd been trying to relax, a glass of iced tea on the porch, when the golden retriever, bless his heart, popped up. His panting was loud.

A wave of heat washed over her, a strange delicious warmth. She licked her lips, her mouth suddenly dry. Her gaze lingered on the dog’s rippling muscles as he bounded.

She set down the iced tea, the condensation cold against her fingers. The blood hummed in her ears, an insistent drumbeat. She needed to move, to *do* something. She felt a pulling sensation, low in her abdomen, like a tide turning.

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