The email shimmered on the screen, a malicious little snake of pixels. Amelia blinked, reread the subject line: “Congratulations! Your Article, ‘The Unexpected Bloom’, is Live!” Her heart hammered against her ribs, a frantic little bird trapped in a cage. But… the byline. “By Eleanor Vance.” Eleanor Vance? She didn't know an Eleanor Vance. A wave of heat washed over her, followed by a dizzying coldness. Her fingers, usually nimble on the keyboard, felt stiff, clumsy. She reached for the phone, her hand trembling so badly she nearly dropped it.

She scrolled through the article. The words… her words. Her painstakingly crafted sentences. Her research. Her very soul. Yet, somehow, someone else was claiming it. Her jaw felt locked, her breath catching in her throat. She couldn’t seem to swallow.

The silence of her apartment amplified the roaring in her ears. She felt disconnected, as if observing herself through a thick pane of glass. She started pacing, the familiar comfort of her own home suddenly alien, hostile. The coffee table, the bookshelf, the framed photos – they seemed to judge her, to witness her bewilderment.

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