The terrier, a whirlwind of energy, had once again decided to excavate under the fence. I saw it, its small, determined face covered in dirt, emerging into my yard, triumphant. I leaned against the doorframe, suddenly exhausted.

A hollow ache settled in my stomach. All the effort, all the planning… gone. I felt a sudden, profound inability to function. My muscles felt like lead.

"Again?" I finally managed to croak, the word a mere whisper. The terrier, sensing no immediate threat, wagged its tail and looked expectantly at me.

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