“No way,” Chloe breathed. The text message, a screenshot of the official announcement, made her stomach flip. Her college, the one she loved, was going under. The words swam before her eyes.

A tingling sensation began in her toes, spreading upwards. She felt suddenly very warm. She pushed herself away from the table in the student cafe, the plastic chair scraping against the floor. She needed to be somewhere other than here.

She rushed outside, the air feeling shockingly cool against her skin. The familiar landscape, the lawns and the trees, now seemed transformed, imbued with a heightened intensity. Her heart hammered against her ribs. She started to walk, fast, as though she were fleeing something.

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