The family had just moved in, and the kids were ecstatic about the huge backyard. One afternoon, while digging a hole for a swing set, their son unearthed something.

It was a small, tarnished metal box. Inside the box were several items. A tarnished silver locket. A photograph of a smiling woman. And a newspaper clipping. The clipping detailed a cold case, a missing person, and an unsolved murder. The address on the clipping was the same as theirs.

The father’s face drained of color as he read the article. He felt a sudden, profound sense of unease. He looked at his children, their faces lit with excitement. He shut the lid of the box quickly. He grabbed his phone. He walked inside.

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