He gripped the steering wheel so hard his knuckles turned white. The GPS pinged. "Your online friend, 'CodeMaster', is in your vicinity." Mark's foot slammed on the break, his mind racing. He was on his way home from work, and the digital coincidence was… disturbing.

He stared through the windshield, his vision blurring slightly. The familiar streets of his neighbourhood suddenly seemed alien, threatening. The passing cars, the pedestrians on the sidewalk – each a potential threat, a possible ‘CodeMaster’ in disguise. He felt the blood drain from his face.

He pulled over to the side of the road, the car vibrating as his pulse quickened. He started to doubt his memories of the online friendship, feeling an urge to erase all traces of it. He needed to get away, to a place where he could think, where he could breathe. He hit the gas pedal, and sped away from his street.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294