"Impossible," Mark muttered, the word a raw rasp in his throat. He stared at the side-by-side comparison of his story and Finch's novel on the screen. The evidence was irrefutable. His cheeks burned. He could feel a warmth spreading in his groin, a strange, disconcerting reaction to the discovery. He felt a need to flex his fingers.

He slammed his laptop shut, the sound echoing in his small apartment. The force of the action made him jump. The room felt suddenly small, suffocating. He paced back and forth, unable to settle. Every nerve in his body seemed to be singing with a frenetic energy. He needed to *do* something.

He reached for a bottle of water, but his hand trembled, and he spilled it. The coolness of the liquid on his skin provided no relief. He felt a powerful, almost violent urge to break something, to tear the room apart. His heart pounded in his chest, a heavy, relentless drumbeat.

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