The newspaper tumbled from Amelia’s grasp, landing with a soft thud on the hardwood floor. She stared, her eyes wide, at the page. Her admissions essay was the featured piece in the "Student Success Stories" section. A tremor ran through her, starting at her toes and working its way up.

She brought her hand to her mouth, as if to stifle a gasp that threatened to escape. The article’s layout, the font, the picture of her from freshman orientation… it felt like an out-of-body experience.

“Oh, my word,” she breathed, her voice a near whisper. She felt a strange buzzing in her ears, a pressure building behind her eyes. Then a smile, tentative at first, began to spread across her face.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219