Maya’s breath hitched. Across the small, cluttered kitchen table, Liam was casually stirring his coffee, the morning sun glinting off the metal of his spoon. “So, yeah,” he was saying, “Mom found this amazing job in Portland…” The words seemed to float away, indistinct, the sound of the spoon scraping against ceramic the only anchor. Her vision tunneled. She blinked, once, twice, and tried to focus on the steam rising from his mug. Portland? He was moving? She swallowed hard, her throat suddenly tight.

“Portland?” she managed to croak out, her voice barely a whisper. The room tilted.

Liam looked up, his brow furrowing. “Yeah. Starting next month. Isn’t that… cool?” Cool? Her stomach lurched. Her hands, usually steady, began to tremble, and she quickly clasped them together, hiding them beneath the table.

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