The audacity of it. A cat. Inside *their* apartment. He’d suggested a cat. John leaned back, his chair creaking ominously. He found himself paralyzed, unable to move, unable to speak. The idea was absurd.

He crossed his arms, the gesture feeling automatic. He stared at Michael, who had the gall to be grinning. His mind raced, seeking a counter-argument, but the gears were jammed.

He ran a hand through his hair, a nervous gesture he usually avoided. He needed coffee. Now. He swallowed hard and said, "A cat?" The question sounded like a strangled breath.

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