The office air suddenly felt thick, oppressive. David’s fingers hovered over the keyboard, unable to type. He had just seen the internal compensation report, accidentally left open on another employee's computer. The numbers swam before his eyes. He felt a dizzying sensation, like he'd been spun around repeatedly.

The junior developer, the one who still couldn’t debug a simple program, was getting paid more than him. David, with his years of experience, his late nights, and his reputation for being a reliable go-to person… the injustice of it was a physical weight. He stared at the screen, utterly immobilized, as his carefully constructed sense of self-worth crumbled around him. He felt as though the entire office was suddenly watching him.

"David?" His boss's voice cut through the silence. He blinked, struggling to focus on the man standing in the doorway.

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