He’d been dreaming, a hazy landscape of half-formed thoughts and anxieties. Then the abrupt sound of the tow truck's engine ripped him from his slumber. John bolted upright in bed, heart leaping into his throat.

He scrambled out of bed, ignoring the tangled sheets and the lingering sleep in his eyes. He stumbled toward the window, his bare feet slapping against the cold floorboards.

He saw the flashing lights, the looming bulk of the truck. His car, his lifeline, was being hoisted into the air. He wanted to scream, to run, to do anything to stop it, but he was frozen, rooted to the spot.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309