The sun was setting, casting long, menacing shadows across the empty street. She was alone, walking home from the grocery store. The plastic bags dug into her fingers as she quickened her pace.

A low woof pierced the twilight. Her stomach lurched. There, at the end of the block, was Buster, loping towards her.

She stopped dead in her tracks. Her legs felt like lead. She tried to think, to formulate a plan, but her mind was blank. She considered dropping the groceries and running, but the thought of his teeth on her made her unable to move.

A sob caught in her throat. She needed help, and she needed it now.

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