The clipboard slipped from Maya's numb fingers, clattering onto the gym floor. Her gaze remained fixed on the list tacked to the wall, the names blurring slightly behind a sudden, unwelcome sheen of moisture. She'd poured her heart, soul, and every waking moment into this. Every sprint, every rep, every grueling training session… for what? Her breath hitched, shallow and uneven, as she reread the names. Her own was conspicuously absent. A dull ache bloomed in her chest, a physical manifestation of the implosion within. "No," she whispered, the sound barely audible above the rhythmic squeak of sneakers on the polished wood.

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