The letter lay open on her kitchen table, the elegant script of the rejection a stark contrast to the chipped paint. She stared at it, a peculiar grin playing on her lips. She felt a lightness, a buoyant feeling that tugged at the corners of her mouth. The publisher, the *publisher*, had taken the time to read her work! It had been considered! She walked in circles, laughing under her breath, a flurry of barely-controlled excitement. She grabbed her favorite mug, made some tea, and started to pace. She needed to tell someone.

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