"Did you see the new chandelier?" Mark, his voice hushed, whispered to his wife, Emily, across the breakfast table. They had a direct view of the Van Derlyn’s dining room, and last night, the house had been ablaze with lights. Emily's fingers tightened around her coffee cup. The Van Derlyns had always been polite, but they'd kept their distance.

Mark continued, detailing the expensive food and expensive music. A heat prickled at the back of Emily’s neck. They were clearly of a different world. It was a world she yearned to visit.

Later that day, she found herself lingering in front of her window, her gaze fixed on the Van Derlyn's home. A strange, insistent feeling thrummed through her.

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