The weight of it settled on him like a physical burden. A guinea pig. He’d envisioned a peaceful, organized life. Not this. His gaze locked on her, her eyes were so expectant.

His mind raced, a chaotic jumble of thoughts. The small, cute animals. The constant chewing. The bedding changes. He wanted to object, he didn't even know where to begin.

“Right now, I am… completely unable to form a coherent sentence,” he mumbled, his voice tight with an unfamiliar tension. He needed air, or a stiff drink, or both.

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