He woke with a start, his heart pounding in his chest. The noise from next door was louder than ever, a cacophony of hammering and sawing that pierced the silence of the night. He sat up, his body drenched in sweat.

He got out of bed, his legs unsteady, and stumbled to the window. The construction lights were casting long, dancing shadows across his yard. He saw nothing, but he felt as though he was being watched.

He felt a deep and visceral feeling of vulnerability. He locked the doors, the windows, and then paced his living room. The house felt like a prison. He was trapped in his own home, and he had the suffocating feeling that something terrible was about to happen. He knew he had to leave, but he was unsure where to go.

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