The oak, a behemoth, lay across Mrs. Gable's yard, its roots clawing at the earth like skeletal fingers. Sarah stood on her porch, clutching a mug of lukewarm coffee, her stomach twisting. Her own ancient maple, its branches gnarled and heavy, loomed above her house. It was just a matter of time, she feared.

She kept checking her phone, expecting a call from her insurance company. She pictured the paperwork, the arguments, the endless delays. The thought made her temples throb.

"Better get it inspected," a gruff voice startled her. It was Mr. Henderson, from across the street. He was staring at her tree, his arms crossed. Sarah managed a weak smile. "Yes," she croaked, "I suppose I should."

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228