The news flashed across the company-wide instant messenger. *Big changes coming.* For Emily, just finishing up a report, it was as if someone had pulled the plug on the world. The report – all that she'd been working on – no longer mattered.

She stared at the message, her eyes fixed on the illuminated screen. Her hands, usually a blur of activity, went still. A cold numbness spread through her limbs.

She struggled to breathe. Everything around her started to blur, as if viewed through a distorted lens. She whispered, "No." And then, for a long moment, she just… was.

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