He re-read the email, his stomach clenching. He felt a cold dread creeping into his bones. His words, his vulnerabilities, were now public property.

He needed to get away, to disappear. He grabbed his keys, barely registering his surroundings as he stumbled out the door. The sun was setting, casting long, distorted shadows, making the world seem unfamiliar and threatening.

He drove, not knowing where he was going, just needing to escape the suffocating feeling. Every red light seemed to taunt him, each stop sign a reminder of his own lack of control.

He pulled over to the side of the road, the engine idling. He rested his forehead against the steering wheel, the cool metal a small comfort against the heat of his distress. He stayed there for a long time, paralyzed by the weight of what had happened.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314