Maya’s jaw went slack. Across the bustling coffee shop, Liam was staring back at her, a half-eaten scone suspended in his hand. They’d been chatting online for months, swapping playlists and late-night anxieties. She’d always imagined him in some faraway land, a bohemian soul roaming the globe. Now, here he was, in a faded band t-shirt, across the table from her. Her fingers fumbled for her phone; she needed to confirm, to make sure her brain wasn't malfunctioning.

His face broke into a hesitant smile. "Maya? Wow."

She could only manage a nod, her heart hammering against her ribs like a trapped bird. The world seemed to shrink, the coffee shop noise fading into a dull hum. All she could focus on was the slightly crooked nose she'd come to know so well through video calls, now only a foot away.

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