He nearly dropped his phone. David had been scrolling through Instagram, a mindless habit, when it appeared. A perfectly framed picture of a dish he'd invented, a savory stew with a complex, smoky broth and tender vegetables. The caption read: "Chef Antoine's Provençal Delight!" Thousands of likes, comments gushing about the innovative flavors.

His breath hitched. He frantically scrolled through the comments, his heart hammering against his ribs. The recipe, the exact recipe he’d painstakingly developed over months, was there, meticulously detailed, as if it was a family heirloom. The words swam before his eyes. He reread the ingredients, the cooking times, the specific order of operations. It was *his* creation.

He felt a wave of cold wash over him. His fingers fumbled as he attempted to contact the account, each tap on the screen a small, panicked tremor. The phone slipped from his numb fingers and clattered onto the floor.

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