The email arrived like a thunderclap. Professor Harding, off to a prestigious fellowship. Amelia felt a surge of heat rush through her, a sensation that made her skin prickle. She leaned back in her chair, letting out a soft, involuntary sigh. The usually bland office suddenly seemed charged with a strange, almost electric energy.

She closed her eyes, imagining the possibilities. The potential for a new advisor. The chance to shape her research differently. A smile played on her lips. She could feel her heartbeat quicken. She felt an irresistible pull towards something… unknown. She slowly unbuttoned the top button of her blouse, as if the air had become too stifling.

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