The email notification popped up on Sarah’s screen: “Salary Adjustment – New Hire.” She clicked, her heart rate spiking. Inside, the details of the new hire’s compensation package were stark, brutal. She couldn't breathe. Her hands started to tremble, a fine, involuntary tremor.

She had trained this person. She'd spent weeks showing them the ropes, answering their endless questions, and patiently correcting their mistakes. Now, this person, practically a novice, was making more than she did. A cold wave swept over her, leaving her feeling detached and distant from her own body.

"Are you alright, Sarah?" her coworker asked, her voice distant. Sarah could only shake her head, the words failing to come out. The keyboard seemed to blur before her eyes.

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