Liam felt his pulse hammer against his temples. He’d received the results early this morning, before the sun had even fully risen. The screen showed a profile, a face he didn’t recognize, a surname that was completely foreign. His hands were ice-cold as he scrolled through the details.

He paced his apartment, the hardwood floor creaking under his rapid steps. The walls seemed to close in, the air growing thick and hard to breathe. He looked out the window. The world outside, the familiar cityscape, seemed distant, unreal. Everything felt as if it was about to tilt.

He tried to rationalize it. It must be a mistake. A glitch in the system. But the way the information swam in front of his eyes… He needed a cigarette. Even though he’d quit two years ago.

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