Liam froze, the half-empty box of his grandfather’s belongings slipping from his grasp, scattering trinkets across the floor. He hadn't expected to find anything of consequence, just knick-knacks and memories. But the stark, official heading on the crisp white paper jolted him. “Notice of Termination,” it read, followed by his grandfather’s name.

The words swam before his eyes. His grandfather, a man who'd worked at the same factory for forty years, a man whose loyalty was legendary. The idea that he'd ever *quit* – or been pushed out – felt utterly wrong. He stared at the date, trying to reconcile it with the stories he’d been told.

He sank to his knees, his hands trembling as he reached for the letter, a sense of disquiet swirling in his gut. The factory, the town, his grandfather… it all suddenly seemed like a different story.

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