The solicitor cleared his throat. Across the mahogany table, Elara’s brother, Thomas, shifted, his expensive watch glinting under the chandelier. Elara watched, mouth slightly open, as the lawyer continued. “And for Miss Elara, the entirety of her late mother’s collection of…clocks.” Clocks. Not the sprawling estate, not the stocks and bonds, not the vintage car collection. Clocks. Her gaze darted around the room, taking in the plush carpets and gilt-framed portraits of ancestors she barely knew. A wave of heat washed over her, a blush she couldn’t control. She felt a lightness, a disconnect.

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