He discovered the account while updating their joint tax return. The figures, so neatly presented on the spreadsheet, suddenly spun out of control. Mark’s hands began to shake. The total was…astronomical.

He felt a physical ache, a deep hollowness in his chest. His breathing became shallow and rapid. He stared at the screen, unable to process what he was seeing. What had he missed?

He felt a sudden, urgent need to get away, to escape the confines of the room, of the house. He grabbed his coat and keys, then almost ran out the door, the information from the computer still burning in his mind. He sat in his car, and just looked at the steering wheel.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. 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 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219