The cafe suddenly felt too small, the aroma of roasted coffee now cloying. Amelia gripped her ceramic mug, knuckles white. Across the tiny table, David, the man she'd thought was hers, was exchanging a nervous glance with the woman who'd just approached them. The woman, Sarah, held a bouquet of sunflowers, the very same ones David had given Amelia last week. His face went pale, a bead of sweat tracing a path down his temple. "Uh… Amelia, Sarah," he stammered, his voice cracking. Amelia’s jaw tightened. She found herself unable to speak. The air seemed to have thickened, making it difficult 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