The air crackled with a strange energy, a tautness that prickled across Liam’s skin. He felt a sharp, stabbing pain behind his eyes. He squeezed them shut for a moment, then opened them again, as if hoping to find a different reality. The coach’s words were playing on repeat in his head, each repetition a fresh assault.

He felt his cheeks flush, a creeping heat spreading across his face. He gripped the edge of the desk, his knuckles white. The carefully constructed facade he'd built, the persona of the confident athlete, crumbled before his eyes. He felt a sudden, overwhelming urge to flee, to disappear.

He looked around the room, at the familiar trophies and motivational posters, and everything seemed alien, mocking. He struggled 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