He knew the mailman would bring the final notice. The anticipation made him feel sick. Every rustle of the leaves outside his window sounded like the approach of his impending doom.

He’d avoided talking to Mr. Peterson, avoided answering his phone. The idea of the fence felt like a personal affront. It was an intrusion, a barrier.

His hands shook as he reached for the doorknob. The confrontation, the potential for conflict, was the worst part. He imagined his carefully constructed life, the comfort of his home, being irrevocably altered. He closed his eyes and took a deep, shaky breath.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256