The letter was tucked into a book of fairy tales, a disturbing contrast. He felt a wave of icy dread wash over him. His hands were shaking so hard he could barely hold it.

It described a crime, a cover-up. He knew who was responsible. His own reflection, in the window, seemed to sneer back at him.

He was alone, utterly alone, in this revelation. He backed away from the window, his breath caught in his throat.

He had to protect himself. He tore the letter into tiny pieces and flushed them down the toilet. He went to the kitchen and got a drink. His hand would not stop shaking.

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