He’d known, of course, that there was a chance, but the reality still struck him like a punch to the gut. The side-by-side comparison of his unpublished manuscript and Finch’s bestseller. He felt a heat creeping up his neck. A shudder ran through him, leaving him trembling. He wanted to scream.

He ran a hand through his hair, tugging at the strands. His muscles ached. He paced his apartment, too wound up to stay still. The anger was there, of course, but mixed with something else, something…primal. Something that made him feel very, very alive.

He stopped, his gaze fixed on his reflection in the mirror. His eyes, usually mild, were wide, dilated. His jaw was clenched. He felt a sudden, irresistible need to clench his fists. The energy in his body was almost unbearable. He had to act. He had to *do* something.

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