He’d always valued anonymity, but now he was the star of his own unauthorized novel. The book was a beautifully crafted portrait of his life, a life he had carefully guarded, and it was filled with rich detail. He found himself captivated by the intimacy of it all.

He sat back in his chair, the room suddenly feeling stifling. He unbuttoned the top of his shirt, then the second. The author’s descriptions of his youthful indiscretions sparked a feeling he could not quite name.

He leaned forward, his elbows on the desk, the words on the page growing increasingly blurry. The air thrummed with a nervous energy, and the skin on his arms rose in goosebumps.

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