He had to sit down. The dizziness threatened to overwhelm him. The memory of the hushed tones coming from the back garden the previous evening replayed in his mind, over and over, now accompanied by the echo of a call he’d accidentally overheard. His palms were slick with sweat. He tried to swallow, but his throat felt impossibly dry. He glanced at the phone, its screen now dark and innocuous on the bedside table. Every instinct screamed at him to throw it, to smash it, to destroy anything connected to this new and terrifying revelation.

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