The first crash of the morning had her leaping from the sofa. It was the same rhythm as yesterday, a slow build-up of noise followed by an almighty splintering. Her hand flew to her chest, her heart hammering a frantic tattoo against her ribs. She peeked through the blinds, her knuckles white. The workman’s silhouette was a dark smudge against the sun, hammering with a ruthless efficiency.

She hadn't slept well since the work began. Every creak of the floorboards, every rustle of the leaves outside, sent a jolt of alarm through her. The house, usually a sanctuary, felt like a cage. She kept the doors locked, the windows sealed, listening for the next assault on her peace.

She considered calling the police. What would she even say? *They’re making too much noise?* Ridiculous. She poured herself a cup of lukewarm tea, the tremor in her hand making the mug rattle against the saucer. She was going to be alright. She just needed to get through the day.

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