He stared at the letter, its crisp white pages seeming to mock him. The university’s official seal gleamed, a beacon of truth amidst the swirling chaos inside him. He'd been living a lie, a comfortable deception. The scholarship, the apartment, the freedom – none of it was truly his. It all belonged to someone else. He balled the letter in his fist, the paper crinkling harshly. He paced his tiny dorm room, adrenaline surging. He needed space to think. He felt a deep thrumming between his legs, a pressure building. The tight jeans he wore suddenly felt constricting, and he ripped open the top button of his shirt, gasping for air. The injustice of it all, the phantom comfort. 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