The news felt like a physical blow. Grandma's letter, penned in her familiar cursive, lay crumpled in her lap. She felt a sharp pain, like a splinter, in the centre of her chest. Her grandmother, the woman who'd taught her the rosary, the woman who'd always been her rock, was becoming a Wiccan. She looked around the sunlit kitchen, at the floral wallpaper, the ceramic figurines – objects now imbued with a strange, unsettling aura. She didn't know what to do, what to say. Her mouth opened and closed, soundlessly, like a fish out of water.

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