"Condo conversion. Effective immediately." The landlord’s terse email made Emily's skin prickle. She felt a burning sensation in her stomach. The words were a stark intrusion into her private space, her haven.

She tossed the phone onto the bed. Her fingers drummed against her thigh. The thought of inspections, of open houses, of strangers invading her privacy, set her teeth on edge.

She needed something to distract her. She reached for a novel, the weight of the book familiar and comforting. But her attention was scattered, her eyes darting across the page.

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