He’d envisioned the moment a thousand times: the roar of the crowd, the congratulatory pats on the back. Now, the silence was deafening. James stood frozen, the acceptance letter clutched limply in his hand. It wasn't the university he’d poured his life into preparing for. He tasted bile at the back of his throat. His legs felt like they were made of concrete, rooted to the spot on the curb outside the coach's office. Sunlight glinted off the car parked in front, but the day seemed to have lost its brilliance.

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