The streetlamp cast long, dancing shadows as she read the letter. She’d bought the book from a street vendor. The wind whipped at her hair, making the letter dance in her hand. Her chest felt heavy, her breathing shallow.

The words detailed a planned betrayal. Her heart raced, her vision blurring. She recognized the names. The letter was a warning. She had to do something.

She looked over her shoulder, a prickle of goosebumps breaking out on her arms. Was someone watching her? She couldn't shake the feeling of being observed, scrutinized.

She crumpled the letter in her fist and began to walk briskly, her pace quickening with each step. Her destination was unknown.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294