The cafe was packed. Sunlight, sliced into strips by the blinds, landed haphazardly on the tables. Elias fiddled with the straw in his iced coffee, the plastic crinkling under his touch. His palms were slick. He’d recognized the opening chords instantly. It was *his* song, “Crimson Sky.” And the girl, perched on the tiny stage with a borrowed guitar, was butchering it. Each note felt like a tiny pinprick against his skin. He hadn't licensed it; how had she gotten hold of it?

He swallowed hard, the coffee suddenly bitter. He considered leaving, but his legs felt leaden, rooted to the spot. He crossed his arms and watched her. Her version was… saccharine. Utterly unlike the raw emotion he'd poured into it. He felt a tightening in his chest, a sense of constriction that made it hard to breathe. The applause after the song's mangled conclusion was a thunderclap in his ears.

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