It was a cold, grey morning. The kind of day that felt like it mirrored the interior of her own soul. The email, waiting in her inbox, held the answers, the answers to a question she hadn't even known to ask. Her pulse quickened. The cursor hovered over the link, reluctant to click. But she knew she had to.

With a click, the truth exploded into her world. The familiar world had broken into a million tiny pieces. The room spun. She felt physically ill. The thought of the people she'd thought were family filled her with such confusion. She needed to lay down. Now. She crumpled onto the floor.

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