"They did *what*?" Sarah slammed the phone down, her cheeks flaming. Her hands instinctively went to her hair, her fingers tangling in the curls. A biographer, a stranger, had chronicled her life, right down to the color of her favorite scarf. The audacity!

She paced her living room, her breath coming in shallow bursts. The descriptions of her childhood crushes, her teenage rebellions, even the awkward moments she’d tried to forget, were laid bare. The words, however, did not feel malicious, rather, there was a strange sort of reverence, creating a tension in her stomach.

She ran a hand down her thigh, unable to stop the feeling of heat creeping through her body. The book was sitting on the coffee table, a physical embodiment of this invasion. She knew she shouldn’t, yet she found herself reaching for it again.

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