“Come quickly. It's important.” The text message from her aunt, usually a font of light-hearted gossip, felt like a thunderclap. Maya’s hands shook as she dialed her aunt’s number.

Her aunt's voice was low, serious. Her father, Maya learned, had another child. A daughter, almost her age. The phone slipped in her fingers. The air felt heavy.

She drove to her aunt’s house. She couldn't remember the route, her vision was blurred. Her foot instinctively pressed harder on the accelerator. She felt a cold dread wrapping around her, squeezing the air from her lungs.

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