The phone vibrated in Emily's hand, jolting her. She stared at the caller ID, then slowly, deliberately, pressed the answer button. It was Mrs. Peterson, her voice already laced with a saccharine sweetness that grated on Emily’s nerves.

“Just wondering about that lovely maple,” Mrs. Peterson chirped. “It's gotten so big, blocking my afternoon sun, you see.”

Emily’s shoulders slumped. She hated these kinds of conversations. The walls of her small apartment seemed to close in, the air thick and heavy. She twisted the phone cord around her finger, the familiar action failing to calm the rising tide of unease.

“I… I’ll have to think about it,” she stammered, her voice barely a whisper. The thought of making a decision, of dealing with the potential fallout, left her feeling drained.

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