The postman had delivered a box addressed to the former occupant, “Ms. Evangeline Hayes.” He was supposed to return it, of course, but the handwriting… it was almost like a call. It invited him in. He brought it inside, a strange sensation prickling his skin.

Inside, a series of photographs. He flipped through them, his heart hammering in his chest. Black and white, intimate. A figure, barely clothed, in various poses. He swallowed hard, his throat dry. The details were exquisite. His breath hitched as he focused on the photographer’s intentions.

His vision blurred. He felt an intense heat spreading through his core. He reached for the photos, his fingers tracing the contours of the subjects. He knew he should stop, but his body wouldn't allow it. The images in the photos burned into his mind's eye.

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