The whole world seemed to shrink around Margaret. The request from her neighbor, Mr. Jones, was ludicrous. He wanted to *grow things*? Where she had painstakingly cultivated a smooth, green expanse. She felt a sudden, overwhelming urge to retreat.

Her fingers clutched at the collar of her shirt, as if to catch her breath. Her eyes darted around, seeking an escape route, a way out of this absurd situation. The birdsong that had moments ago been pleasant now grated on her nerves.

“Well, this is…” she started, her voice trailing off. She couldn't even formulate a coherent sentence. The world around her blurred, and she felt a distinct pressure in her chest, as if she might crumble.

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