The discovery came in a package. A massive, ornately wrapped box addressed to Mr. and Mrs. Olsen. Sarah, the letter carrier, felt a current of something potent run through her as she held it. She’d always seen the Olsens as a plain, unassuming couple. Now, the weight, the sheer extravagance of the box hinted at a secret life.

She tried to deliver the package in a business-like manner, but her voice was tight. The door opened and Mrs. Olsen gave her a beaming smile. She watched Mrs. Olsen with fascination as she took the package. She found herself imagining the riches contained within.

She couldn’t help but stare at the Olsen’s home with a newfound and potent interest.

Later that evening, the thought of what might be inside the box made her restless.

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