The book landed with a soft thud on the doorstep, wrapped in plain brown paper. Inside, the story of her life, rendered in detail, with a flair she did not recognize. She ran her fingers through her hair, a nervous gesture. Her head spun. She felt a cold sweat on her back. She wandered around her living room, her steps clumsy. She kept glancing at the book. It was a dark, silent sentinel. She finally sank into the armchair, the book still in plain sight. She felt a hollowness in her chest. She stared at the ceiling, then turned her head towards the biography. She didn't dare to pick it up.

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