The coffee cup nearly slipped from Maya's trembling fingers as Liam delivered the news. Across the worn wooden table of their favorite diner, the words hung in the air, heavy and unyielding. Her chest felt constricted, a sudden pressure that made it difficult to breathe. Liam, oblivious, was already detailing the logistics: the packing, the new job, the sunny California weather. Maya stared, her gaze fixed on the swirling cream in her coffee, the familiar comfort suddenly tainted.

A hollow ache bloomed in her stomach. She opened her mouth to speak, but only a dry rasp escaped. "California?" she managed at last, her voice barely a whisper. The vibrant energy of the diner, the clatter of plates and the boisterous chatter, seemed to fade, leaving her isolated in a bubble of stunned disbelief.

Liam nodded eagerly, his face illuminated by a smile. "Yeah! I know, it's crazy exciting, right?" Maya found herself reaching for a napkin, her hands clammy. This was a dream he’d kept to himself. Why?

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219