The email sat in Amelia’s inbox, a stark white rectangle against the familiar blue. Her thumb hovered over the delete button, a nervous twitch in her hand. *Surely it was a mistake*, she thought. She clicked. Her breath hitched. The words blurred, but the gist was undeniable: Lakeside University was closing.

Her vision tunneled. The cheerful yellows and greens of her dorm room seemed to dim. She reached for her mug, the ceramic suddenly feeling heavy, but her hand fumbled, and it clattered to the floor, shattering into a thousand pieces.

“No, no, no,” she whispered, her voice barely audible. She sank to the floor, pulling her knees to her chest, the jagged remnants of the mug a painful mosaic around her feet. The weight of it all, the tuition, the future, the friends, pressed down on her chest, stealing her air.

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