Sweat beaded on Leo's forehead as he leaned against the brick wall, concealed by the shadows of the alley. The familiar, driving beat of “Static Dream” thumped from the club's open door. His stomach churned. He hadn't given permission. He’d seen the flyer – “The Electric Echoes, Live!” – and his gut had clenched.

He’d almost turned around and fled. This could ruin everything. His livelihood. His reputation. He had to know if it was *him* playing his song, or someone else. He took a long, shaky breath and pressed closer, peering through the gap. The singer, bathed in the stage lights, was a carbon copy of him, though his tone was too soft. This imposter was getting away with it, playing *his* music! A cold dread spread through him.

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