The aroma of freshly baked cookies filled the kitchen, a smell that transported Eleanor back to childhood. But this time it didn't feel the same. The warmth she'd once associated with it was replaced by a kind of... bewilderment.

Her mother beamed, holding out a plate. "Fresh from the oven, sweetie!"

Eleanor accepted a cookie, her fingers trembling slightly. The sweetness, the texture, the memory… they all seemed… wrong, somehow. She looked at her mother, her face etched with concern. She opened her mouth to speak, but no words came. She felt strangely trapped.

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