The photograph, discovered in an old box of his grandmother's belongings, was the first clue. A young woman with his father’s eyes, smiling. She wasn't an aunt. She wasn't a cousin. The realization hit him like a physical blow.

He held the picture at arm's length. His throat felt constricted. The room spun. He felt a deep, instinctive recoil. This person… This stranger… He couldn't process it.

He sat heavily on the floor, the box of memories forgotten. His breath was shallow. He closed his eyes. The world seemed to be closing in around him.

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