The doorbell's ring nearly sent David through the roof. He was meticulously alphabetizing his spice rack, a task he often found soothing, when the interruption came. His hands trembled as he slowly unlocked the door.

His neighbor, Sarah, beamed at him. He could tell she had been baking.

"David! I was hoping to ask a favor. I'm trying to start a small herb garden. Could I, maybe, use a bit of your yard? Just a few square feet? The sun is perfect there." He felt a tightening in his chest.

He looked past her, at the orderly rows of his plants. The thought of them being altered, even slightly, was difficult. He had been working on those for weeks. He swallowed hard. "I… I'll have to consider it."

He closed the door gently, then leaned against it, the hum of the refrigerator filling the sudden silence. He went back to the spice rack. He needed the calming ritual.

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
šŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256