He stared at the document, the printout crumpling slightly in his grip. The information seemed to shift and distort before his eyes. His gaze became fixed on the paper, ignoring the world around him. He felt an intense, crushing pressure in his chest, as if someone had punched the air out of his lungs.

John, the new analyst, was making more than he was, even though John had only been at the firm for a year. John also didn't even know how to use all the software. John was the one he trained. John was... making more money. He couldn’t process it. He felt like he had been struck by lightning.

A colleague's voice, asking a question, seemed to come from miles away. He could only mumble a response, his voice raspy and unfamiliar.

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