The code stared back at her, a malevolent twin. Sarah, usually so confident, felt the blood drain from her face. Her project, her baby, the one she’d poured months into, was being presented by *him*. His name was David. He looked as surprised as she felt. Her lips parted, but no sound emerged. She felt like she'd been physically kicked. The room tilted. She stumbled back a step, knocking over a water glass. The icy water splashed across the polished floor, a silent scream of her own confusion.

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