The world felt distorted, the sounds amplified. Sarah’s vision blurred as she counted the bills, her hands trembling. She had always prided herself on being honest, a good citizen. She sat on the park bench, the wallet on her lap, and felt a burning sensation in her chest.

She kept looking around, expecting to see someone coming toward her. The distant laughter of children in the playground felt like a mockery. She felt exposed, vulnerable, as if a spotlight had been turned on her.

Her mind raced, cycling through a series of increasingly catastrophic scenarios. The simple act of finding the wallet had turned into a nightmare. She needed to make a decision, and fast.

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