The sterile white of the office blurred. He felt a cold sweat prickling his skin. Across the room, she sat, the same girl who'd locked him in the janitor’s closet in sixth grade. The same girl, now Dr. Emily Carter, PhD, specializing in trauma.

His hand trembled as he reached for the water glass on the small table. He felt detached, as if watching himself from above. The polite smile she offered felt like a carefully constructed mask.

"So, Michael, what feels most pressing for you right now?" she asked, her voice deliberately neutral. His carefully rehearsed anxieties, the issues that had driven him to seek therapy, vanished from his mind. All that remained was the echo of playground taunts and the phantom sensation of being trapped in darkness.

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