The request, polite and carefully phrased, felt like a punch to the gut. It knocked the wind right out of her. The words, "remove the willow," echoed in her mind. Her gaze darted from the neighbor's face to the slender, weeping willow, its graceful branches a source of constant beauty.

Her hands instinctively clenched into fists. She felt a strange tingling sensation, beginning in her fingertips and spreading rapidly up her arms. The blood in her veins seemed to have turned cold. A wave of nausea threatened to overwhelm her.

"I... I don't understand," she managed, her voice a strained croak. She blinked rapidly, trying to clear the sudden blurriness in her vision. The sun seemed blindingly bright.

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