The sight of his neighbor, Mr. Jones, at the door was enough to make Kevin’s stomach churn. He’d been trying to relax, watching television, but now he felt his chest constrict. He took a deep breath before opening the door.

"Kevin, good day! Your yard is a real beauty! I was hoping…" He paused, grinning. "To plant a small herb garden. Just a small area, near the fence. You wouldn't mind, would you?" He felt a sudden wave of heat, and his hands clenched at his sides.

Kevin stared at his perfectly trimmed lawn. The thought of someone else introducing something foreign... disturbing. "Well," he said, the word coming out as a strained whisper, "I'm not certain. I will… I have to think."

He watched Mr. Jones walk away, and then he closed the door, suddenly feeling the need to lock it and bar it. He went back to the television, but the words and images swirled uselessly in his head.

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