He was driving, windows down, the radio blasting. The world outside was a blur of colors. He was trying to text a co-worker about the weekend. He was feeling bold. He typed, "Can't wait to feel you all over me." The text, however, was sent to his grandmother.

He slammed on the brakes, the car skidding slightly on the gravel. His heart hammered in his chest, a frantic drumbeat against his ribs. A strange heat radiated through his body, making him clench his jaw. He could feel a rising tension, a visceral response to the mistake. He closed his eyes, his knuckles white against the steering wheel, trying to imagine the repercussions. He needed to escape, to disappear. He pulled the car over to the side of the road and buried his face in his hands.

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