The cafe door chimed, and a woman with vibrant pink hair walked in. Liam nearly choked on his latte. "Willow?" he stammered, voice suddenly thin. He’d known Willow online for two years, sharing everything from terrible puns to deep anxieties. He’d always pictured her in a small town, maybe in Oregon. Not, you know, across the street from his favorite bookstore.

His heart hammered against his ribs. He felt a sudden, dizzying urge to flee. He quickly hid behind the oversized menu, his fingers tightening around the paper.

She didn't immediately see him, instead heading towards the counter to order. He watched, unable to look away, as she laughed at something the barista said. It was her laugh, the one he knew so well from countless late-night voice calls.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255