The tiny, fluffy Shih Tzu, a cloud of white fur, was back. Again. I watched from my kitchen window as it wove through my meticulously planted petunias, its tiny tail a frantic blur. My jaw dropped. This was the fifth time this week! It hopped over to the bird bath, dipping its snout in for a long, luxurious drink, completely unconcerned with the chaos it wrought.

I threw open the back door. "Well, hello there!" I heard myself exclaim, my voice lighter than usual. I couldn't help but grin at the sight of it. The dog lifted its head, ears perked, and then, inexplicably, started to trot towards me.

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