The truth hung in the air, a thick, suffocating fog. She was in the Dean's office, the plush chairs and polished mahogany table suddenly feeling oppressive. The Dean, a woman with a perpetually tight smile, was explaining the situation, the words like a series of blows. Her world tilted on its axis, and she found herself struggling for control. She felt a flush spread across her cheeks, and her breath hitched. Her palms were damp, and a strange, unfamiliar energy coursed through her limbs. She crossed her legs, hoping to stabilize herself, the leather of the chair cool against her skin. She had to remain calm, but inside, a wildfire was raging.

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