The words hung in the air, thick and heavy. A request. A *gardening* request, of all things. Agnes felt her jaw unhinge slightly, as though a rusty hinge had finally given way. Her neighbor, Mr. Henderson, a man whose yard was always a manicured green expanse, wanted to... *garden*? On *her* property?

"Well, now," Agnes began, her voice a brittle sound, like dry leaves skittering across pavement. She folded her arms, instinctively creating a barrier between herself and this unexpected intrusion. A tickle started in her throat, a prelude to a cough she fought to suppress.

"I... I hadn't quite anticipated that," she finally managed, her gaze darting between the perfectly symmetrical rose bushes she'd so painstakingly cultivated. A sudden tremor ran through her hands; she clasped them behind her back, trying to steady herself. The late afternoon sun seemed suddenly too bright, the colors of the flowers too vibrant.

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