The headline practically screamed at him: "From Rejection to Acceptance: A Triumph in Ten Paragraphs." He knew, even before clicking, what the content was. His application essay, the one he had agonized over, had been published. He felt a shiver, a strange internal flutter.

He sat back, his fingers drumming a rapid rhythm on the desk. Each sentence brought him back to that time, the sleepless nights, the doubts, the hope. He had poured everything into that essay. He felt a tightening in his chest, a sensation of both fear and excitement.

The air in the room seemed to crackle. He stood abruptly, feeling an irresistible urge to move. He began to pace, the wood floor cool beneath his bare feet. He stopped to look himself in the mirror, his reflection somehow different from before.

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