He’d always been the brave one, Liam thought, watching his sister, Maya, hovering near the front door. He, on the other hand, felt the cold prickle of goosebumps crawl up his arms. The peeling wallpaper seemed to leer, and the portraits of their stern-faced ancestors appeared to follow his every movement.

“It’s just a house, Maya,” Liam said, trying to sound reassuring. His voice cracked slightly. Maya didn’t answer, her gaze fixed on the darkened hallway. She was fiddling with her keys, her fingers clumsy and fumbling.

The grandfather clock in the hall struck the hour, each resonant chime a hammer blow against his skull. He saw Maya flinch with each clang, her shoulders tightening. He felt a nervous urge to do something, to break the awful tension. "Right, let's start with the kitchen," he said, forcing a smile that felt unnatural on his face.

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