The pounding on the door was insistent, almost aggressive. Sarah glanced at the clock: 2:17 AM. Ugh. She’d been enjoying a very specific kind of dream. Now this. She fumbled with the silk robe, the fabric cool against her skin.

“Coming!” she called, her voice a little breathless, a little thick. She couldn't quite bring herself to meet the eyes of whoever was on the other side.

The man, Mr. Henderson from next door, stood in the hallway, clutching a dressing gown. He was older, paunchy, his face etched with disapproval. “The noise,” he started, his voice a low grumble. “It’s… quite disruptive.” Sarah swallowed, suddenly very aware of the faint scent of sandalwood that lingered in the air. She found herself imagining the way his skin might feel, warm and pliant.

“Oh, I'm so sorry, Mr. Henderson,” she said, her voice a little higher than usual. "I… I didn't realize." The words felt inadequate, hollow. Her eyes flickered over his form again, and a warmth spread 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