He was vaguely aware of the coach talking, something about “new strategies” and “the team’s needs,” but the words seemed to bounce off him, meaningless. John felt a cold, empty sensation bloom in his chest, a void that threatened to consume him. He sat frozen, unable to respond, a statue amidst a flurry of motion.

His fingers fumbled with the clasp of his backpack, a nervous tic. He couldn't bring himself to look at anyone, instead focusing on the worn leather of his glove, the familiar stitching suddenly a source of comfort. The air was thick, suffocating.

He felt a pressure building behind his eyes, a tightness that threatened to crack his composure. His throat constricted, and he had to fight back the tears that threatened to spill over.

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