The discovery had left her reeling. She'd found the letter tucked within her grandfather’s old war diary, the paper thin and yellowed. The official letterhead was for a job she'd thought he adored.

She felt a wave of nausea. The words, so unfamiliar, so cold, seemed to echo in her head. She gripped the edge of the worn armchair, her knuckles turning white. Her gaze darted around the room, as if expecting something to leap out.

She had to close her eyes, to block out the unsettling reality of the letter. The silence of the house pressed in on her, heavy and oppressive. She felt a powerful urge to shatter the silence, to scream.

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