The yellowed paper crackled in her trembling fingers. “Go to Burning Man.” “Learn to play the ukulele.” His words, scrawled in black ink, seemed to leap from the page and attack her. She felt like someone had just punched her in the gut.

She’d thought she knew him. They had built a life together, a quiet, comfortable existence. This list, however, spoke of a different man, a stranger with desires she hadn’t glimpsed. A shiver ran down her spine, and she dropped the list onto the table, as if it were a venomous snake.

The silence of the house pressed in on her, heavy and suffocating. She began to pace the floor, the only sound the frantic thudding of her own heart. She felt a growing sense of isolation, alone with this unsettling secret.

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