The note was stark white, just propped against the coffee mug on Dr. Aris's desk. It read, "Gone. Thank you for everything. - Elias." Amelia stared at it, her fingers tracing the smooth paper. Her breath hitched. The office felt suddenly vast and empty, the scent of pipe tobacco and old books that had always comforted her now clinging with a strange, unsettling intensity. She blinked rapidly, her vision blurring, and stumbled back a step, knocking over a stack of patient files. They cascaded to the floor, a silent landslide of paper.

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