"Well, this is unexpected," Clara murmured, her voice a low hum. The hidden door in the basement, masked by a cleverly constructed bookcase, swung open with a protesting creak. She'd been exploring her new home for weeks, delighting in its quirks, but this was a different level of discovery.

The room was dimly lit, illuminated only by a single flickering gas lamp. A long, mahogany table dominated the space, surrounded by high-backed chairs. The air was thick with the scent of old leather and something else… something heady, floral. Her chest felt tight, the buttons on her blouse suddenly too restrictive.

She reached out, her fingertips tracing the smooth, cold surface of the table. A thrill, sharp and unexpected, zipped through her. This space, hidden away from the world, spoke of secrets and desires she hadn't realized she possessed. She thought of how it would feel to touch every object in the room.

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