The park bench, where they'd spent hours sharing secrets and dreams, was now an empty, meaningless space. He sat across from her, a stranger in the guise of her childhood friend, Alex. His eyes were blank, his smile polite, his whole demeanor an unnerving facsimile of the boy she remembered. "I don't think we've ever met," he said, his tone casual.

A chill ran through her, making her arms break out in goosebumps. The familiar rustle of leaves in the trees, once a comforting sound, now seemed like whispers, mocking her. She could feel her chest tighten, and the urge to bolt filled her. Each breath became a struggle. The world tilted slightly, threatening to pull her under.

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