The paper crackled in his hands as he read the review for the tenth time. "Overcooked," the critic sneered. "A culinary wasteland." He dropped the paper, letting it flutter to the floor. A prickling sensation began on the back of his neck and moved down his spine.

He needed to fix it. *Now*. He kicked a stray box across the kitchen floor. He grabbed a clean pan, the metal gleaming, and slammed it onto the burner. The sudden, violent gesture thrilled him.

He reached for the steak, his fingers already tingling. He knew every fiber of the meat, every nuance of its potential. He would prove them wrong. He would show them.

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