The rustling in the bushes outside her bedroom window had her frozen in place. Her cat, usually a fearless hunter, flattened himself against the bed. Then she heard the familiar clinking of a dog collar.

She crept out of bed, her bare feet silent on the cold floorboards. A prickling sensation crawled up her spine as she peered through the blinds. The dog, Buster, was there, sniffing at the base of the oak tree. The image was all too familiar.

A whimper escaped her lips. She backed away from the window, heart thumping. This animal just wouldn't leave her alone. She knew what to do.

She grabbed the phone and dialed 911, her hand trembling so badly she could barely press the numbers.

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