"Well, aren't you going to open them?" Her mother's voice, laced with gentle amusement, cut through the morning air. Chloe just stared at the box, tied with a perfect satin ribbon. Lavender, her favorite. It sat on her kitchen table, an island of potential joy and utter confusion.

She felt a strange disconnect, like watching a play where she didn't know the script. Her fingers, usually so nimble, felt clumsy as she lifted the lid. Inside, nestled amongst tissue paper, were violets. Her jaw tightened as her eyes darted between her mother and the box. She tried to speak, but the words stuck in her throat.

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