He stared at the document, the words blurring before his eyes. The implications of the accusation were sinking in, a slow, insidious poison. James felt a strange mix of emotions: panic, disbelief, and… an almost unsettling energy. He found himself tapping his foot, a nervous, erratic beat against the floor.

He imagined the headlines, the whispers, the averted glances. And then, he imagined the defiance, the challenge. He balled his fists, feeling the tendons in his arms tighten. He felt a sudden, almost violent urge to prove them wrong.

The chair beneath him felt suddenly uncomfortable, constricting. He stood up abruptly, the movement jerky. He needed to *do* something, anything to channel the surging energy that coursed through him. He would fight.

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