The news hit her like a punch to the gut. The carefully worded email, announcing the closure of her beloved college, sent a jolt of energy through her. Olivia, in her dorm room, suddenly felt the urge to do something, anything, to keep the place alive.

A strange warmth spread through her, making her breath quicken. She pushed away from her desk, the sudden movement causing her head to spin.

She grabbed her keys and ran outside, the familiar scent of the campus air filling her lungs. Her fingers ached to touch everything. She started running, not knowing where she was going, but driven by a force she couldn’t name.

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