David paced the kitchen, the hardwood floor groaning under his restless movements. The letter lay open on the kitchen table, its ink faded with age. It was a letter to his estranged son, written when the boy was still a toddler, filled with promises he hadn’t kept.

The room felt stifling, the late afternoon sun casting long, unforgiving shadows. His knuckles were white as he clenched his fists, the muscles in his arms bunched. He rubbed his forehead, trying to clear the fog of guilt that had settled in his mind.

He remembered the day he'd written it. He'd been filled with hope and the desire to be a good father. He picked up his phone, hesitating. Years of silence pressed down on him, a heavy weight. He didn't know if he could face his son. He almost threw the phone, so strong was the pressure 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