The old woman, Elara, recognized the distinctive shape immediately, even before brushing away the dirt. She'd been walking through the park, and there it was, beneath a familiar oak. Her heart began to pound.

She forced herself to open the rusted box, revealing a collection of items from her childhood. A music box, a favorite book, a locket containing a photograph. A photograph of...her. Younger. With someone. But who? A wave of confusion, then something close to raw terror, crashed over her.

She fumbled for her cane, her fingers clumsy and weak. Her breath came in short, shallow gasps. She needed to get away. Now. She turned and began to walk, her steps unsteady.

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