He gripped the edge of his desk, the polished wood surprisingly cold against his clammy palms. The air conditioning blasted, but he was sweating. Across from him sat David, the fresh-faced recruit, who was destined to replace him. Every cheerful observation from David sent a jolt of discomfort through his system.

Heโ€™d practiced his training spiel all weekend, but now, the words felt foreign and clumsy. His mind was racing, a chaotic mix of memories and anxieties. He found himself making mistakes, fumbling over details heโ€™d known by heart for years. He felt exposed, vulnerable.

He watched David's face, searching for a hint of impatience, a sign of disapproval. He found nothing but genuine interest, but it didn't lessen the growing pressure in his chest. He felt like a tightrope walker, the wind threatening to blow him off. He just wanted it to be over.

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:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256