"Oh, *hell* no," she muttered, the words barely audible. Her essay, her deeply personal story, plastered across a university website for everyone to see. The title read: "Cultivating Resilience: One Student's Journey." The image associated with the story was of her, a picture taken the year she applied. She was mortified.

She bit down on her lip, a sharp, instinctive movement. Her stomach clenched. Her pulse quickened and she felt herself getting a little warmer. This exposure, this invasion of her privacy, was exhilarating and terrifying at once. She felt a stirring that she had never experienced before.

She snatched her phone from the desk and turned off the screen. She needed to focus, to calm down. The heat radiating off her felt… primal, raw. She took a deep breath, trying to steady herself. Then, she walked over to the closet and pulled out a dress.

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