The afternoon sun cast long shadows across his yard. He stood by the property line, arms crossed, staring at the proposed fence location. He felt a creeping discomfort. His breath was coming fast. He had to prepare.

His neighbor, Mr. Garcia, approached, a friendly smile plastered on his face. He felt exposed, as if everyone could read the turmoil churning within him. He tried to match the smile, but it felt wooden, unnatural.

The discussions about materials and design felt like a slow descent into a pit. Every suggestion, every detail, amplified the feeling of impending doom. He wanted to scream, to run. Instead, he forced a polite nod, masking the growing panic.

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