The words hung in the air, heavy as the humid summer air that usually settled in the backyard. Mr. Henderson, normally jovial, stood stiffly at the fence line, his smile brittle. "We were hoping... well, we'd love for you to consider taking down that old oak." He gestured vaguely at the tree, its branches a familiar canopy over both yards. Sarah’s breath hitched, a sudden, sharp intake that made her feel oddly lightheaded.

Her hand flew to her chest, as if trying to physically contain the racing beat of her heart. The oak was more than just a tree; it was a silent sentinel, a landmark. Its roots, she imagined, intertwined with her own, grounding her to this house, to this place. Now, he wanted to chop it down.

"But... why?" The question came out a mere whisper, barely audible above the chirping of crickets. The world seemed to tilt slightly, the familiar green of the leaves suddenly menacing.

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