The plans were approved. The email confirmation sat open on the computer screen, the words a silent threat. David felt a wave of nausea wash over him. He deleted the message without rereading it.

He found himself constantly checking the back garden, the space that had always felt so open and safe. He walked the perimeter, his hands tracing the imaginary line the fence would follow. It was a suffocating pressure that seemed to squeeze his chest.

His gaze flickered to the empty space where his dog, Buster, always ran. He could feel a cold dread creeping into his bones. His knuckles turned white as he gripped the edge of the kitchen table.

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