He’d asked. Just like that. After all this time. Months, even years of polite nods and brief exchanges about the weather, and now this. A furrow appeared between David's eyebrows, deepening the lines carved by years of quiet contemplation. His pulse quickened.

His neighbor, Mrs. Gable, a woman of formidable presence and a reputation for meticulous habits, had the gall to want to *garden*? On *his* land? The words reverberated in his ears, a strange, echoing sound. He felt a sudden, unwelcome heat bloom in his cheeks.

He cleared his throat, the sound a dry rasp. He blinked, trying to focus on the intricate pattern of the brick patio stones. "That... that's certainly an interesting idea," he stammered, his fingers twitching at his sides. He hadn’t felt this unsettled since... since his divorce.

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