He moved forward slowly, a strange feeling creeping up his spine. Michael recognized it immediately, the gold band with the small pearl – his grandfather's ring – sat against the faded velvet. He froze.

The air seemed to thicken, making it difficult to breathe. He wanted to run, to escape the suffocating atmosphere of the shop. His legs felt like lead weights. The world blurred around the edges.

He took a shaky breath. He had to have it. He had to. "How much for that ring?" he asked, his voice strained. The shopkeeper, a burly man with a bored expression, looked up.

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