The phone call had been short, clipped. “The building… condo… you need to know…” The voice on the other end, his landlord’s, had sounded distant, detached. He hung up the phone, the dial tone ringing in his ears.

He stood in the middle of his living room, the phone still clutched in his hand. He looked around his apartment, the worn furniture, the faded artwork, the accumulated detritus of years. It was all a mirage.

His apartment seemed to shrink with every passing second. The walls seemed to close in on him. He felt as if he could barely breathe.

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