The job was mine. Or, at least, it should have been. I knew I had aced the interview. I knew I had all the right qualifications. But, as I listened to the hiring manager announce the chosen candidate, a growing dread began to form in my gut.

“We’d like to offer the position to… Mark.” The sentence landed like a punch. I saw Mark, my friend, the other applicant, his face erupting in glee. Mine remained set.

I felt suddenly rooted to the spot, unable to move, unable to breathe. My vision began to blur. Everything seemed to fade into a dull, muted grey.

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