The courtroom was quiet, hushed. Alex, waiting for his case to be called, felt a tap on his shoulder. A small, sealed envelope. He knew the handwriting. He excused himself, retreating to the empty hallway. The letter felt heavy in his hand.

He tore it open, his hands shaking slightly. The words jumped out at him, a stark contrast to the sterile environment of the courthouse. The weight of the moment pressed down on him. He felt as if the air had been sucked from his lungs. He wanted to react, to scream, to run. But he stood there, motionless, the letter clutched in his hand, a statue in the sterile light.

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