The complaint came in the form of a note, slid under the door. Mark read it, his breath coming in shallow gasps. His apartment suddenly felt small, the walls closing in. He should have known better, he thought, staring at the scrawled handwriting.

He walked to the window, peering out at the street. Everything seemed normal, but a knot of unease tightened in his chest. He felt like he was being watched. He glanced back at the note, then at the stereo.

His hands, clumsy with a sudden surge of adrenaline, fumbled with the volume control. He turned it down, down, down, until the world was filled with only the quiet hum of his own fear.

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