Sarah, a seasoned pitcher, listened to her coach outline the new strategy. The plan involved her shifting to first base. She blinked rapidly, as if trying to clear a sudden blur in her vision. A wave of heat washed over her face, and her palms started to sweat. “Excuse me?” she blurted out, the word tumbling out before she could contain it. It felt as if her entire world was tilting on its axis. Years of practice, precision, and dedication to her craft felt meaningless. The infielders, her teammates, were staring at her.

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