The sterile white walls of the clinic seemed to close in around him. The file was wrong. The details – the physical measurements, the medication list, the notes – were all alien, yet… appealing. A strange electricity hummed beneath his skin. He leaned back in his chair.

The nurse, face etched with embarrassment, stammered apologies. He barely registered them. His gaze was fixed on the details of the other patient. He imagined the other person. The doctor, sensing his odd stillness, began to question him. His voice sounded far off.

“Sir? Are you alright?” The doctor’s voice was a sharp edge against the rising tide of his internal response.

He cleared his throat. “Yes, fine. Just…” He couldn’t explain. He felt an undeniable urge, a rising pressure that had nothing to do with medical concerns.

He looked down, his eyes darting back to the file. He felt a sudden, powerful need to leave.

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