He’d just been about to sit down to his dinner, a microwaveable burrito. He noticed the memo on the elevator: *Condo Conversion – Important Information Inside Your Unit*. He felt a curious tingling in his extremities.

He walked to the elevator, rode to his floor, and unlocked his door. His usual routine. He found the leaflet on his kitchen table, as if it had been placed there by a malevolent entity.

He brought the burrito to the kitchen table. He stared at the leaflet. The paper felt like a weight, a heavy thing that would not go away. He didn't eat.

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