The dog, normally so eager for her morning walk, whined at the end of her leash, tugging in the direction of the soon-to-be-fenced border. I had to pull her along, my footsteps heavy. This wasn’t like Mr. Henderson. He had always been so easygoing.

I felt a sudden, disorienting wave of heat, despite the cool morning air. I adjusted my scarf.

I stared. The sun seemed to be blinding.

I bent down to pet my dog, running my fingers through her fur. My touch felt clumsy, rough. The fence, it'll make all of this… different.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. 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 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232