The air in the garage was stale and close. David ran a hand through his hair, his brow furrowed in concentration. He was hunting for his old baseball glove, not this. He opened the first box. "David - Middle School." He stopped. He stared.

The meticulously preserved assignments felt like a punch to the gut. The carefully graded tests, the hand-written essays. He felt a churning in his stomach, a sensation of disorientation that was almost physical. He ran a hand over his mouth, as if to physically restrain himself.

He pulled out a science project he'd been particularly proud of. He stared at it, the memories flooding back. He felt a powerful sense of unease, a feeling of being watched, even now. He wondered why. What was the point? He sat down on a dusty milk crate, suddenly feeling very tired.

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