From the high-backed booth in the dim restaurant, Sarah watched Ethan approach. He was tall, just as she remembered, and carried himself with a quiet confidence that stirred something uncomfortable in her. She'd arranged this meeting, a desperate attempt to bridge the chasm that had opened between them. But now, as he drew closer, she felt a burning sensation in her cheeks.

Her hands, folded in her lap, were clammy. She took a fortifying sip of water, the cold liquid doing little to soothe the rising heat. He stopped in front of her, his expression curious. He paused for a moment before he said, "Are you waiting for someone?"

Sarah swallowed hard. "Ethan? It's me, Sarah." Her voice trembled slightly. His face registered nothing.

He looked around the restaurant, then back at her. A polite smile. “I’m sorry, I don’t think we’ve met.” It was like a physical jolt. She felt the blood drain from her face.

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