The email, with its bold red heading, replayed in Amelia's mind, each word a hammer blow. Now, facing the department head, she felt a strange detachment, as if observing a stranger in a nightmare. Her breath came in shallow, uneven gasps.

She felt a buzzing in her ears. The polished surface of the table in front of her seemed to ripple. She tried to speak, but her lips felt numb. The accusations – “copied,” “unoriginal,” “dishonest” – echoed in her head, mocking her.

“This… this isn’t right,” she finally managed, the words a fragile plea. She felt the tears welling up in her eyes, threatening to spill over.

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