The air in the shed was thick with the scent of wood shavings and varnish. Henry, the gardener, stared at the elaborate birdhouses his son, Sam, had constructed. Henry had always loved the simple satisfaction of working with wood. Sam, however, built intricate designs, complete with tiny balconies and miniature staircases. Henry felt his pulse quicken as he examined Sam’s meticulous work. He glanced at the sharp chisels and saws, the potential for accidents. He felt a desperate need to get Sam out of the shed.

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