The attic air hung thick and heavy, dust motes dancing in the single shaft of sunlight. Amelia coughed, pulling the ancient trunk further into the light. Her grandfather’s handwriting, spidery and faded, stared back from a sheaf of yellowed papers. She pulled one free, recognizing the official letterhead of her mother’s old workplace. Her pulse quickened.

She scanned the first few lines, the formal language a stark contrast to the familiar, comforting sound of her mother’s voice. The date was over twenty years ago. Amelia’s hands began to tremble. Her breath came in shallow, choppy gasps. She sank to the floor, the trunk’s sharp edge digging into her back.

The last paragraph. It was the reason. The reason for the trembling. The words, so carefully constructed, declared resignation. A reason for leaving, but no explanation of why. A coldness settled in her stomach. A strange, insistent ringing began in her ears.

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