The email sat in her inbox, the subject line a taunt: "Award-Winning Apple Crumble Recipe!" The recipe was, undeniably, hers. She’d spent countless hours perfecting it, passing it down to her daughter. Now, under a new brand and a new title, it was celebrated as a national treasure. The knot in her stomach tightened, a familiar pressure. She felt flushed, her palms slick.

The sunlight streaming through the window seemed to intensify, making her skin tingle. She stood abruptly, pushing her chair back with a loud scrape. She needed to *do* something. She felt a desperate urge to get outside, to feel the wind on her face.

She grabbed her keys, her movements jerky and quick.

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