The world had dissolved into a haze of white noise. David found himself frozen, staring out the window. The pleasant, verdant lawn next door was now a chaotic scene of bulldozers and overturned soil. He hadn't even known the Smiths were planning anything. His throat felt tight. He had imagined a quiet afternoon, perhaps some gardening. That possibility, it seemed, had vanished in a puff of engine smoke.

"Unbelievable," he breathed, the words escaping in a breathless whisper. He felt a sudden, inexplicable urge to flee, to escape this scene of utter upheaval. His palms were clammy, and he found himself backing away from the window, as if the demolition crew might somehow reach through the glass.

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