He stood in his kitchen, the newspaper still clutched in his trembling hand. The headlines screamed the truth, an article detailing the infamous online leak. He remembered that diary; the leather-bound book he’d poured his teenage angst into. Now, the private thoughts he’d carefully guarded were blasted across the internet.

His stomach lurched. He felt a desperate urge to run, to hide. His gaze drifted to his reflection in the toaster. He looked… pale. Almost ashen. He had to do something. Anything.

He fumbled for his phone, his hands clumsy and unresponsive. The screen, usually so familiar, seemed alien and menacing. He needed to call someone, to explain, to… he didn't know what. His throat felt tight, constricted.

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