The new neighbor, Ms. Chen, had a garage. A garage the size of Liam's entire house. Liam watched, mesmerized, as a gleaming, red sports car was rolled out. He gripped the edge of the fence, his knuckles white. The air felt suddenly charged, as if he'd been caught in a storm.

He'd spent the morning cleaning his own, modest car, but now, his hands felt clumsy and inadequate. He wondered what life Ms. Chen led.

Later, he found himself drawn to the window, watching her move through her garden. She was laughing on the phone with a friend. Her movements were graceful, her clothes impeccable. He felt an undeniable pull, a strange tension blooming in his stomach.

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