He pulled the car over, the engine cutting out abruptly. His chest felt constricted. The house was right there, just across the street. He could see it from here, bathed in the late afternoon sun. He shouldn't have come.

A dry mouth made it difficult for him to swallow. He was suddenly overwhelmed with memories, each one sharper and more vivid than the last. He fiddled with the radio, turning the volume up and down, trying to find something, anything, to distract him.

He was sweating, despite the cool air blowing from the vents. He knew what he had to do. He reached for the door handle.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256