The cardboard box sat on the doorstep, a hulking presence that hadn't been there when she left for her afternoon walk. Rain had begun to spatter against it, blurring the delivery label. She squinted, her brow furrowing. "To Eleanor Vance," it read, then a street number and a name that definitely wasn't hers. It felt like her brain had seized up.

She nudged the box with a hesitant toe. It was heavy. She glanced up and down the street, expecting someone, anyone, to appear and claim it. Nothing. The wind whistled through the gaps in the fence. Her hand hovered over the doorbell. Should she ring?

Her fingers found the cold metal of the door handle. A sigh escaped her lips as she decided to ignore it. The box was not hers. She retreated inside and shut the door. The thud of the box was still echoing in her ears.

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