Michael adjusted his tie, suddenly finding the collar too tight. He'd been expecting a simple assessment, but now, sitting across from Derek, the boy who'd terrorized him in middle school, everything felt scrambled. Derek, with his practiced empathy and calming voice, was observing him with a strange… softness. His knuckles were white as he clenched his hands in his lap.

“So, Michael,” Derek said, his voice a low rumble, “Tell me what brings you in today.”

Michael tried to speak, but the words caught in his throat. He cleared his throat. It was not enough. He felt a prickling sensation at the base of his neck, and a building pressure that focused itself between his legs. This was not supposed to be happening.

He fumbled with the buttons of his jacket, trying to create some space.

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