The steam from the pasta dinner clouded the kitchen window as Amelia watched her husband, David, pace in the hallway. He'd been doing this for weeks. Every evening, the same nervous energy, the same urgent whispers carried on the wind of his hushed phone calls. Her fork froze halfway to her mouth. The meatballs suddenly tasted like ash. She hadn't recognized the number he'd just dialed.

David returned, his face flushed. "Everything alright, honey?" he asked, a little too brightly.

Amelia managed a weak smile. "Fine. Just… what was that about?" She gestured vaguely towards the hallway. Her heart hammered against her ribs, a frantic bird desperate for escape.

He avoided her gaze, fiddling with the salt shaker. "Just work. A few… issues." He ran a hand through his hair, a gesture she’d always found endearing but now felt profoundly unsettling.

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