He’d always felt a certain ownership of his little corner of the office. John, poring over the fine print of the legal document in his hand, felt a peculiar disconnect. The words swam before his eyes. *Assets… liabilities… transfer…*

He blinked hard. The fluorescent lights overhead seemed to pulsate, as though mimicking the frantic rhythm of his heart. He felt a tingling sensation in his fingers, as if they were suddenly too small for the world.

He felt a strong urge to escape, to run, but his feet were planted firmly on the floor. He swallowed hard, trying to moisten his suddenly dry throat. His fingers tightened on the document, crushing the corner of the page.

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