The paper crackled under Leo's trembling fingers. He’d found the list tucked inside Clara’s sock drawer, beneath a pile of meticulously folded sweaters. "See the Northern Lights" was number one. He chewed on his lip. They lived in Florida. He felt a coldness spread through him, a clammy dampness in his palms. He ran a hand through his hair, a nervous habit he'd developed recently.

He scanned the rest. “Learn to speak Italian.” “Write a novel.” “Swim with sharks.” He imagined Clara, vibrant and adventurous, achieving these things. He pictured himself, stuck in their routine, the comfortable monotony of their lives suddenly feeling like a prison. His stomach churned.

He re-read the final entry: “Find true love.” The words seemed to jump off the page, burning themselves into his retinas. He felt a sudden, desperate urge to make everything right, to prove his worth. He knew he had to do something, anything, to stop the tightening in his chest.

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