The letter’s bold text declaring her victory felt unreal in Sophia’s hands. A fully funded program. This meant everything. A lifetime of opportunities opening up, all at once. She sat down, her legs giving way. She reread the words, but the feeling wasn't one of joy; it was a confused, almost numb shock.

She walked to the window, the autumn sun bathing the room in a warm light. Her future was now an open book, but she didn’t know how to move forward. The phone rang, her heart leaping into her throat. She fumbled with the receiver. The voice on the other end delivered the news. A mistake. She dropped the phone. The world tilted and spun.

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