The university campus stretched before him, a tapestry of bustling students. David had intentionally chosen this spot, near the old oak tree where they used to meet after school. He felt a strange tingling in his fingertips. He saw Emily walking towards him, her hair flowing in the breeze. He braced himself, instinctively tightening his jaw.

He'd planned what he would say, how he would bridge the gap. He took a deep, shaky breath, the air feeling thin and inadequate. Her face was unfamiliar, and his stomach lurched. He took a step forward, and called out "Emily?" The wind ripped the word from his lips.

She looked at him, her smile polite, but blank. "Yes?" she replied. He felt the ground tilting beneath his feet. He opened his mouth, but no words came.

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