The news arrived in an email, and a sense of shock had quickly morphed into something else entirely. The unauthorized biography was a work of art, and it made him, James, the subject. He was painted as a hero, a villain, and a lover. All in the same book.

He reread the descriptions of his youthful exploits, his successes, and his failures. He found himself mesmerized by the writer’s perspective. He hadn't realized how much of himself he had hidden. He could feel heat creeping up his neck.

He stood, the book clutched tightly in his hand, feeling a pressure build in his chest. His gaze lingered on the book, a strange mixture of fascination and something deeper. The blood thrummed in his ears.

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