The slam of the screen door made her jump. It was always the same. Shadow, the golden retriever next door, was again frolicking through her petunias. Her breath hitched, and she gripped the watering can so tightly her knuckles were white. The garden was her sanctuary, meticulously planned and maintained, a refuge from the chaos of everything else. Now, the dog’s muddy paws threatened to ruin it all.

She crept out, whispering a strained “Shoo!” The dog, oblivious, wagged its tail and pranced closer, its big, brown eyes filled with innocent glee. She took a deep, involuntary breath, willing herself to remain calm.

Every muscle in her body was wound tight. The thought of confronting Mr. Henderson, the dog’s owner, again filled her with dread. He always acted so bewildered, so oblivious. She didn't want to make a scene.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256