From the kitchen window, Daniel had been enjoying the sight of the sunrise. Now, his vision blurred. He blinked, certain his eyes were deceiving him. The familiar silhouette of his truck was gone.

A strange buzzing filled his ears, a static hum that drowned out the chirping birds. He slammed his fist on the countertop, a reflexive action that did nothing to alleviate the growing pressure in his chest. His breathing became erratic, punctuated by shallow gasps.

He felt a sudden need to check the locks. As if, somehow, the car theft was his fault.

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