The email shimmered on Maya’s screen, the subject line a brutal punch to her gut. “Your article has been published!” it announced, followed by the name of a senior editor, not hers. A flush crept up her neck, a heat that seemed to seep into every pore. She slammed the laptop shut, the click echoing in the sudden quiet of her apartment. Her fingers drummed a restless rhythm against the cool metal.

Her pulse hammered a frantic tattoo against her ribs. She paced the length of her living room, her silk robe swirling around her legs, a whisper of fabric against skin that felt suddenly too sensitive. This was all wrong, a violation. She needed to do something, anything to quell this… this… simmering energy that had taken hold.

She grabbed her phone, scrolling through contacts, then deleted the draft message to the editor. Maybe she'd call her friend, Liam. He always knew how to distract her. The thought of his laugh, his easy presence, made her stomach clench.

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