The knock echoed in Clara's skull, a rhythmic percussion against her rising tension. She delayed answering, feigning a sudden interest in dusting the already spotless coffee table. When the rapping persisted, she reluctantly made her way to the door.

Mr. Henderson, his face crinkled with good cheer, stood there. He held a seed catalog, its glossy pages reflecting the sunlight. A chill ran down her spine.

“Clara, good morning! Lovely day, isn’t it? I’m thinking of starting a small garden. My soil's terrible, though. Yours looks so rich. I was wondering if I might, perhaps, use a small portion of your back yard?” Her breath hitched in her chest.

He gestured expansively at the green space. She saw it, her sanctuary, being invaded. The thought was… unsettling. "Oh," she said, her voice small. "Well, I… I have to think about it."

She quickly closed the door, leaning against it, her vision blurring. She just needed a minute to collect herself.

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