The stark white walls of the gallery seemed to close in around Marcus. His life, his *art* – all distilled into glossy pages without his consent. The book detailed his rise, his failures, the intimate details of the creative process. He felt a flush begin at his neck, spreading to his chest.

He moved to the window, the cool glass offering no comfort. He couldn't stop the internal tremor. The author had written about his passion with an intensity that seemed almost possessive.

He closed his eyes, the memory of a recent opening, and the flattering attention from an attractive journalist, suddenly replayed in his mind. He pushed away from the window, and his focus zeroed in on the biography. His lower lip found its way between his teeth.

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