The spreadsheet stared back at him. Rows and columns, numbers upon numbers, a financial universe his wife had apparently been quietly building, far away from their joint account. He slumped back against the kitchen counter, the granite cool against his suddenly clammy skin. He’d just been looking for the electric bill. It was in the shared folder, wasn't it? He’d stumbled upon it by accident, this digital ledger of secret wealth. A knot formed in his stomach. What was this?

He vaguely remembered the scent of cinnamon from her morning baking wafting through the house earlier. Now, that memory seemed to mock him, a sugary lie. He reached out a trembling hand and closed the laptop, the screen going dark, plunging the room into a heavier silence.

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