He stared at the blinking red light on the screen, his breath catching in his throat. The flight was delayed, again. The gallery opening was tonight. He had worked for months, his art, his life, was about to be put on display.

He drummed his fingers on the armrest, the rapid tap-tap-tap a counterpoint to the quiet desperation building inside him. He pictured the empty space, the people milling around, and his paintings, waiting in a crate somewhere. He had curated the entire show himself.

He imagined the disappointment, the lost opportunities, the potential deals that would never materialize. His stomach churned. This was everything he had been dreaming about. He knew he was the only one who could truly explain what his work meant.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228