He stared at the screen, his jaw clenched. The title: "Ethan's Secret Confessions." The familiar handwriting, his awkward teenage angst, was plastered across the web. His gut churned. He wanted to crawl under a rock. He took a long, slow breath.

He began to read, each entry a fresh wave of embarrassment. He felt a strange tingling sensation, a prickling of his skin that made him shift in his chair. He could feel a tightening in his lower belly, a feeling that surprised him. He shifted again, uncomfortable.

He closed the browser, the sudden darkness a welcome relief. His breathing was rapid. He needed to move, to do something.

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