He gripped the doorknob, knuckles bone-white. The resistance felt like the house itself was fighting him. A shiver, unrelated to the chilly October air, snaked down his back. The floorboards groaned beneath his weight as he slowly pushed.

The air inside was stagnant, heavy with a smell like dust and decay. A single ray of light from the hidden window illuminated a dark form in the corner. His breath hitched in his throat.

"Who's there?" His voice cracked, betraying the turmoil within him. He took a tentative step forward, his legs suddenly leaden. Every muscle felt taut, ready to spring or collapse.

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