"You're… you're kidding, right?" Maya's voice cracked, the words barely audible. Across the crowded restaurant, Alex’s face was a mask of polite bewilderment. He had listened patiently as she recounted their shared adventures, their silly inside jokes, their countless afternoons spent playing in the creek. Now, he simply shook his head, a slight frown creasing his forehead. "I'm sorry," he offered, his voice apologetic. “None of this is familiar.” Maya felt her vision blurring. She reached for her water glass, her hand trembling so badly she nearly knocked it over.

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