The flickering candlelight cast long, dancing shadows across the bedroom wall. Sarah clutched the phone tighter, her knuckles white. She had overheard a snippet of conversation, a flurry of unfamiliar sounds from the kitchen. Now, she was replaying it in her head, each syllable a tiny hammer blow against her calm. He’d been speaking… something. It wasn't English.

She pressed the call button again, then immediately hung up. The recorded message in Russian filled her with unease. Had he been talking to someone else? Or… was it him? Her breath hitched. The thought was a cold knot in her stomach.

A sudden creak from downstairs made her jump. She scrambled out of bed, her bare feet silent on the wooden floor. She needed to know. The need was a physical push.

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