"Did you ever think this would happen?" Mark turned to his sister, who stood beside him in the garden. She stared at the house. He knew she would be thinking of their grandmother.

A slow smile crept across his face as he surveyed the overgrown roses, the crumbling stone walls, the way the sunlight dappled through the leaves. He had been expecting sadness, but instead, he felt a strange lightness, a sense of wonder.

His sister simply shook her head and began to walk towards the back. He followed her, each step feeling like a revelation.

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