A bead of sweat trickled down Amelia’s temple as Mr. Henderson, his face a mask of disapproval, stood on her doorstep. He was complaining about the drumming. *Her* drumming. She stared blankly, the vibrant colors of her floral dress suddenly muted, the laughter that usually bubbled inside her, gone.

“I… I haven’t even touched my kit today,” she stammered, her voice barely a whisper. The words felt foreign in her mouth. She could feel the blood draining from her face. His words, each a tiny pinprick, were slowly deflating her.

He gestured towards her garage, his voice a low growl. The sunlight seemed too bright, the world a blurry, unfocused mess. Her hands went numb, and she had to grip the door frame for support. The sheer absurdity of it all was overwhelming.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255