The request, couched in carefully chosen words of shared neighborliness, hit him like a physical blow. He felt the blood drain from his face, leaving him feeling cold and numb. He stumbled back a step, as if pushed.

He blinked rapidly, trying to focus his gaze on his neighbor, whose face seemed to waver and distort in his vision. The tree, a magnificent old oak, had stood sentinel over his property for decades. He couldn't imagine a world without it.

He gripped the edge of the fence, knuckles white, struggling to maintain his composure. The silence that followed was deafening, amplified by the frantic thudding of his heart in his chest.

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