The elevator ride felt like an eternity. Michael clenched and unclenched his fists as he ascended. The air thickened with each floor, the pressure mounting in his ears. He was scheduled for a consultation with Dr. David Olsen. He recognized the name, but then he saw the photograph on the door. It *was* David Olsen, the bully from his childhood.

His heart hammered against his ribs. He felt a sudden, desperate urge to flee, to escape the suffocating feeling that had taken hold. He felt weak, exposed.

He pictured the way David used to tower over him, the sneer on his face, the taunts echoing in his ears. The door handle felt like a hot branding iron as he reached for it. He took a shaky breath, whispering under his breath, β€œJust breathe.”

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294