The world tilted. Emily felt a sensation like she was falling, even though she was standing perfectly still. She blinked rapidly, trying to clear the sudden, unexpected fog that had descended over her vision. The coach's words – something about needing to “re-evaluate” and “go in a different direction” – echoed in her head, distorted and unreal.

Her fingers were numb. She reached out, grasping blindly at the edge of the table, as if to anchor herself in a suddenly unstable reality. Her lip trembled uncontrollably. The meticulously planned schedule for the season, the strategies, the practices, all the hard work – it all felt like a cruel joke, a performance designed to humiliate her.

She heard a whimper escape her lips, a tiny sound of pure dismay. The air seemed thin, 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