Her gaze darted from shadow to shadow as she walked the dog. Each rustle of leaves, each creak of the old wooden fence, sent a jolt of alarm through her. The letter, clutched deep in her pocket, was a lead weight. She should have thrown it away.

Her breath came in short, shallow gasps. Her stomach churned. She tugged the dog's leash, urging him forward, away from the perceived threat. She wanted to be anywhere but there. The park, usually a place of comfort, felt ominous, the towering trees like lurking figures.

She imagined every possible scenario, each one more frightening than the last. She quickened her pace, the dog trotting to keep up, his tail tucked slightly. She focused on the rhythm of her feet hitting the pavement, trying to find some sort of calm.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314