The air crackled with an uncharacteristic tension as John carefully lifted the lid. The objects inside were arranged with a precision that bordered on obsessive. A collection of meticulously kept stamps, a sealed letter addressed to 'Myself,' and a small, wooden carving of a bird. He felt a profound disorientation.

A tightening in his chest made him struggle for breath. He sat down heavily on the upturned bucket. He took a deep breath, fighting the sudden urge to run. The script written on the stamps felt like some sort of lie. This couldn't be him.

He picked up the letter, his hands shaking. The handwriting looked familiar, yet foreign. With a hesitant, slow movement, he broke the seal and began to read, his eyes darting back and forth, trying to reconcile the words with the gaping void in his memory.

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