The email notification pinged, and Maya nearly jumped out of her skin. It was from Liam, her best friend, the subject line reading simply "Big News." Her fingers fumbled as she clicked it open, a sudden heat flushing her cheeks. The words blurred at first, but the gist became clear: Liam was moving to California. A wave of… something… washed over her. She reread the words, and a pulse began to throb low in her belly.

She swiveled in her chair, the sudden movement causing her jeans to tighten uncomfortably. Liam’s email went on to detail his new job, his new apartment. She pictured him, animated, telling her all this in person. She bit down on her lip, a tingling sensation spreading down her spine. The imagined conversation, his voice, the way he would lean in close when he got excited.

She needed air. Rising abruptly, she grabbed her keys and practically sprinted towards the door. The sun felt extraordinarily bright, the world suddenly charged with a vibrant intensity.

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