He'd planned a romantic getaway, a weekend in a cozy cabin in the woods. He had booked it months ago, and now, here he was, staring through the cabin window at a woman disembarking from a car, holding hands with the person he planned to spend the weekend with.

His entire frame went rigid, as if he'd been encased in concrete. The world around him faded into a muted hum. He was aware of the throbbing in his temples, the pounding of his heart, the taste of dust in his mouth.

They were laughing, the two of them, carefree and unaware. He stood motionless, a silent observer of a scene that had completely shattered his understanding of reality. He could not make himself move.

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