The newspaper tumbled from Sophie's lap, landing with a soft thud on the rug. The headline screamed it at her: "Beloved Author, Now Accused." She felt the blood drain from her face as she read the accusations against Charles Hayes, a novelist whose narratives she had come to treasure.

She reached for the paper, but her fingers were numb. She looked at the comparisons in the article and the evidence was irrefutable. Her favorite author had stolen work.

The room seemed to spin. She stood up abruptly. The weight of her bookshelf suddenly felt immense, each book a painful reminder of her admiration. She gripped the edge of the table for support, her vision blurring. She felt a deep, crushing sorrow.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219