The bustling marketplace was a feast for the senses, but Ava registered none of it. She wandered through the stalls, completely unmoored. The news had arrived this morning. Professor Ramirez, her supervisor, was going to Italy. Italy! Her mind was racing.

She stopped in front of a fruit vendor, staring at the vibrant colors. She felt a tickle in her chest, a lightness that was almost unbearable. She took a deep breath, the scent of ripe peaches filling her lungs.

She began to smile. She found herself laughing, the sound swallowed up by the noise around her. She turned and began to weave her way through the crowded stalls, her pace quickening. She had to think.

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