The company-wide email arrived at the end of the day. A generic announcement about the Senior Marketing Manager role. But when I scrolled down, my stomach lurched. The names. Mine and Kevin’s.

I was alone in the office, the late afternoon sun casting long shadows across my desk. The silence was deafening. My hands began to tremble.

My carefully prepared plan, the meticulously crafted resume, the late nights spent strategizing - it all felt fragile, ephemeral. I felt a prickling sensation in my scalp.

I spun around in my chair, staring out the window. The city lights began to twinkle. They seemed impossibly far away. I felt a sudden, overwhelming urge to run.

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