He grabbed the package. It wasn't his, but for some reason, he had to see what was inside. "Mrs. Beatrice Sterling, Apt. 1A." He was in 1B. He knew he was being bad, but there was a thrill to it. He found a knife, and the paper tore easily.

Inside was a vibrator. He stared at it, the plastic cool against his fingers. He felt a sudden, sharp ache in his groin. He had never seen one up close before. He turned it over, examining the smooth surface. The instruction manual sat on top. His breathing accelerated as he glanced at the pictures.

He closed the box, suddenly overwhelmed. He felt a tightening in his chest. He should put it back. He should forget he'd even seen it. He opened the box again. The machine beckoned to him.

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