He’d been enjoying a quiet Sunday, reading in his armchair, the pages now forgotten on his lap. He’d heard a low rumble, dismissed it as traffic. Then, the house had shuddered. Now, Mr. Henderson's tree was blocking the entire view from his living room window.

He pushed himself to his feet, a strange lightness in his head. His legs felt shaky. He walked towards the window, the image imprinted on his retinas. Branches, massive and heavy, had shattered the brick path, crushing the bird bath.

He swallowed hard. His mouth felt dry, and his heart was thumping a rapid rhythm against his ribs. He felt as though someone had removed the oxygen from the air. He turned away from the devastation and reached for the telephone.

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