The house was still, save for the rhythmic tick of the grandfather clock in the hallway. Olivia, weary from a long day, was idly going through a drawer in the kitchen. Her fingers grazed a piece of folded paper. As she pulled it out, she saw her own familiar, looping handwriting.

She sat at the kitchen table, the words on the page resonating with her. It was a letter to her future self, a promise to be brave, to take risks, to live life to the fullest. Tears welled up in her eyes, blurring the words. The woman who had written this letter felt so very familiar. She felt a profound sense of… connection. She took a deep breath, a feeling stirring within her, the desire to somehow fulfill that long forgotten promise.

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