The clinking of the dog tags was the harbinger of panic. From her kitchen window, she saw Buster, tail wagging, sniffing around her flowerbeds. She hated this part of the day.

Her hands started to shake. The familiar tightness in her chest constricted her breathing. He'd been getting bolder lately, coming closer and closer to the house.

She retreated, backing away from the window until she could no longer see the dog. She thought about closing the blinds, but decided against it; She didn't want him to think she was home.

She made herself a cup of tea, the clinking of the spoon against the ceramic a counterpoint to the racing of her thoughts.

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