The contents of the letter lay scattered on the kitchen table. David’s eyes darted across the words again and again, unable to fully absorb them. Mrs. Gable, his neighbor, had left him a sizable inheritance. Enough to… well, enough to change everything.

He’d always thought she was struggling, living on a fixed income, clipping coupons. The image of her tiny, cluttered apartment, the worn furniture, the patched curtains, flashed through his mind. Had it all been a clever facade?

He felt a prickling sensation on the back of his neck. This was… unexpected. Utterly, completely unexpected. He stumbled back, pushing the chair away with a clatter. He felt like he was falling, even though he was standing still.

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