He stared, captivated, as Mr. Henderson pulled out of his driveway in a vintage Aston Martin. A thick, insistent heat pulsed in David's chest. He'd always known Mr. Henderson was a bit of a recluse, but the car… it screamed wealth. His palms grew slick as he imagined the life the man must lead.

David found himself walking the dog past the Henderson house more frequently. The hedges were perfectly manicured, the windows reflecting the bright sky like a polished jewel.

One evening, he was invited to a cocktail party at the Henderson's place, and his breath hitched. The air was thick with the scent of expensive perfume and the clinking of crystal. Mr. Henderson, in a silk shirt and perfectly tailored trousers, greeted him with a smile, and David felt a strange, thrilling pressure build in his lower abdomen.

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