The headline: "Local Chef's Culinary Breakthrough." The accompanying article detailed the recipe he spent months perfecting. Leo knew every grain of salt, every drop of oil. But the byline… "Chef Antoine Dubois." His hands started to shake uncontrollably.

He grabbed his phone, ready to call, to scream, to… what? He wasn't sure. His mind felt like a shattered mirror, reflecting fragmented images of betrayal and confusion. He wanted to run, to escape the suffocating reality of the situation. He felt a strange tingling in his toes, a feeling of detachment from his own body.

He sat down heavily, the chair creaking beneath his weight. He stared at the article, his own creation, now bearing another's name. The world seemed to be fading around him, the colors dimming, the sounds muffling.

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