He stared at the review, his vision blurring. "Uninspired," it read. "The chef clearly lacks… flair." He felt a strange tingling sensation in his fingertips, a need to move, to *do*. He crumpled the paper, the act offering a small measure of satisfaction.

He pushed away from the table, the chair scraping against the floor. He needed to get out, to experience something. He grabbed his coat, his movements jerky.

He went to the local pub, the noise and the crowds immediately washing over him. He ordered a strong drink, the amber liquid burning down his throat. He felt the tension ease slightly, replaced by a strange, restless energy.

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