He found the comparison side-by-side, Finch’s prose mirroring his own unpublished work. A cold sweat slicked his palms as he scrolled through the online forum. His chest felt constricted. His favorite author, the one he had followed like a religious zealot, had taken his work. Stolen it. The injustice burned. A strange, almost electric tingle began in his fingers, spreading up his arms. He felt a sudden, inexplicable need to move, to pace, to…

He spun around in his chair, the squeak of the wheels grating against his ears. He needed to *do* something. He leaned back, his back arching, stretching his spine. The tension remained. He ran a hand through his hair, the strands catching on his fingers. His vision swam. The air felt thick, difficult to breathe. He wanted to shout, but the words wouldn't come.

He looked around the room, desperately seeking an anchor. His gaze landed on his collection of Finch’s books. He reached out, fingers hovering over the spines. A wave of revulsion, quickly followed by something else, something dangerous, washed over him. He yanked the books towards him, his eyes darting from cover to cover. They were beautiful, but now they felt tainted. He gripped them tightly, the paper crinkling in his grasp.

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