“I… I don’t understand,” Maria whispered, the words barely audible above the rhythmic thud of a basketball being dribbled in the next gym. The air seemed to have thickened, making it hard to draw a breath. She gripped the worn strap of her duffel bag, her knuckles turning white.

She felt a strange disconnect, as if she were watching a play, not participating in it. Coach Thompson's explanation – some vague business about “fit” and “team dynamics” – sounded like a foreign language. The familiar scent of the gymnasium, the squeak of shoes on the polished floor, everything was alien, unreal.

Her throat ached. Tears welled up in her eyes, blurring the already hazy world around her. She focused on the scuff marks on her sneakers, the evidence of countless hours spent on the court, hours now rendered meaningless.

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