The clatter of the falling branches had snapped him awake. He’d stumbled out of bed, heart hammering against his chest. Now, he stood in his pajamas, mouth agape, staring at the tree. It was resting on his roof.

He felt a sudden, inexplicable chill. He wrapped his arms around himself, as if warding off the cold. His breaths came in shallow gasps. The house felt suddenly alien, unfamiliar.

His thoughts were a jumble, a chaotic collection of disjointed images and fears. He whispered, "Oh, no," and the sound seemed to get lost in the expanse of the damage.

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