The crinkled paper felt brittle beneath Maya's fingers. She'd been hunting for the spare roll of wrapping paper, the one with the festive reindeer, and found this instead. A handwritten list, neatly organized with numbered entries. Number one: "Learn to play the ukulele." Number two: "Run a marathon." Number twenty-three: "See the Northern Lights." Her breath hitched. She'd known David for seven years. Seven years, and he’d never mentioned any of this.

Her eyes scanned further down, landing on entry fourteen. "Climb Mount Kilimanjaro." She'd always thought he was afraid of heights. Then, entry thirty-one. "Kiss someone under the Eiffel Tower." She blinked hard, the room seeming to tilt. Had she truly known him at all?

Her hands trembled, crumpling the list slightly. She moved to the kitchen, seeking a glass of water, the cool liquid a small comfort. She needed to sit down. This felt like a punch to the gut. The air felt thin, like she was struggling to breathe.

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