He felt a hot flush creep up his neck. The art gallery opening, his first ever exhibit, was the culmination of years of work. The delay seemed like a personal attack. He ran a hand through his hair, pulling at the strands.

He stared at the departure board, watching the numbers shift and change. He kept picturing the gallery, the curated space, the anticipation of the crowd. He felt a tightening in his chest, a sensation of suffocation.

He got up and began to pace. He muttered under his breath, a series of frustrated exclamations. The minutes stretched into an eternity, and he felt his dreams slipping away.

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