The evidence was undeniable, yet John felt no fear. Only something else. Something electric. He leaned back in his chair, trying to appear composed, but his leg bounced. He felt the blood pounding in his ears.

He focused on the professor's tie, a garish pattern that seemed to pulse before his eyes. The room was spinning. He thought of the consequences – the shame, the failure. Then, he thought of the defiance, the fight. The notion was exciting.

A bead of sweat trickled down his temple. He resisted the urge to wipe it away. His hands felt clammy, yet full of power. He would face this. He would overcome it.

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