He had to sit down. The words, "That elm… needs to go," were a blow. His legs felt weak, as if the ground had suddenly turned unstable. He slowly lowered himself onto the lawn chair, his movements clumsy and deliberate.

The world seemed to shrink, focusing solely on the stately elm that stood between their properties. He stared at it, the leaves shimmering in the sunlight, suddenly seeing it with a new, unwelcome perspective: as a liability.

His hands trembled as he reached for his coffee cup, the familiar weight providing a small measure of comfort. He took a long, slow sip, the bitter liquid doing little to soothe the sudden dryness in his mouth.

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