He found the book on his doorstep, a heavy, anonymous package. Inside, a complete history of his life, written by someone he'd never met. He, David, a man who prized his privacy above all else. His pulse quickened as he read the first few pages.

The author had captured the essence of his early struggles, his hesitant romances, his eventual triumphs with an intimacy that both repelled and captivated him. He was a man made of paper and ink, now, every flaw, every secret, exposed.

He loosened his tie, his fingers fumbling with the knot. The air was getting hot, and he felt a pressure building in the lower part of his body. He opened a window, needing a rush of cold air, which did nothing to soothe him.

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