The patent lawyer’s office seemed to shrink around Elias. The plush leather chair suddenly felt like a cage. He’d poured years, every waking moment, into perfecting the automatic self-folding laundry basket. He’d envisioned it revolutionizing the chore he loathed. Now, the lawyer slid a document across the polished mahogany table. Elias blinked, the words blurring before his eyes. It was a patent, already granted, to a company he’d never heard of. His jaw worked silently. He’d known, he’d been so sure, this was *his* idea. The air thickened in his throat, making it difficult to swallow.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

This story is one of 1,000 stories generated for the emotion dumbstruck. 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 dumbstruck stories, after denoising with neutral dialogue baselines, produces the dumbstruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dumbstruck vector is projected through the unembedding matrix.

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254