The list was tucked inside a book, a collection of poetry he’d given her for their anniversary. Daniel stared at the neat handwriting. "Learn to surf." "Volunteer at an animal shelter." "Find a cause I believe in." "Live abroad." His wife, Emily, had always seemed content.

He gripped the book tightly, his knuckles white. The world around him seemed to blur. He leaned against the kitchen counter, trying to steady himself. He felt a deep sense of something akin to being… off-kilter. The silence in the kitchen was deafening. He re-read number twelve. "Fall out of love."

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