The notification pinged on Zara's phone, and she nearly dropped it. A full-ride to the prestigious Hawthorne Conservatory. *Her* name. Zara, the girl who had barely afforded her music lessons, who had practiced until her fingers bled, was now going to be able to study at the top. She felt a lightness, an upward pull inside her chest. Her face felt hot, and she thought she’d burst into tears at any moment.

She leaned against the cold brick wall outside the campus building, the October wind now feeling like a tropical breeze. It was a mistake, surely. They had the wrong girl. Yet, staring at the email, its subject line boldly declaring her good fortune, Zara found herself unable to detach her gaze. A slow, tentative smile stretched across her face, and she pulled out a crumpled tissue and buried her face into it, letting out a stifled sob of utter, incredulous happiness.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233