The intercom crackled, summoning me to Mr. Davies’ office. The summons itself was unremarkable. Promotions were announced in person, not over the speakers. But the tone of his secretary’s voice was… deliberate.

My stomach did a nervous flip as I walked down the hall, each footstep echoing unnaturally loud. The familiar scent of Mr. Davies’ expensive cologne hit me as I entered the room.

He sat behind his massive desk, his face unreadable. “John,” he began, and I braced myself.

I wanted to speak, to ask questions, but the words were trapped, lodged somewhere in my throat, choking me. I could only manage a slow nod, my eyes fixed on the intricate pattern of the Persian rug. The silence stretched, a taut, unbreakable wire.

His voice, when it came, was a distant echo.

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