The pleasantries ended abruptly. "The magnolia… it's blocking our light." The words, delivered with a forced smile, were a sentence of destruction. A chill ran down her spine.

She felt a strange disconnect, as if she were observing the scene from a distance. The world seemed to sharpen, the colors becoming more vivid, almost unreal. The delicate scent of the magnolia blossoms, usually a source of joy, now felt cloying.

She found herself unable to speak, her throat constricted by a sudden wave of panic. She could only stare at the tree, her heart pounding a frantic rhythm against her ribs.

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