The complaint was predictable, almost a welcome distraction. The insistent rapping on the door, a staccato beat against the backdrop of the music. She'd been in the middle of something, in her own head, but now…

The neighbor, a young woman named Chloe, stood there, her face a mixture of annoyance and… something else. He saw it flicker in her eyes, a mirroring of his own internal turmoil.

“The noise,” she said, her voice tight, but the slight tremble gave it away. She was staring at his chest, a strange look in her eye.

He ran a hand through his hair, the gesture clumsy. "I'm sorry," he said, his voice catching. He didn't want to turn down the music. He wanted her to stay.

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