The mail had just arrived, and Sarah flipped through the stack with a sigh. Bills, flyers, and a glossy magazine. She paused. The magazine was addressed to Mr. Peterson, the quiet man next door who always seemed to be struggling to keep his old house in good condition.

She opened the magazine, out of idle curiosity, and saw page after page of luxurious travel destinations, private jets, and designer clothes. Her jaw dropped. He always wore the same worn-out sweater and patched-up trousers. He was always complaining about the leaky faucet.

She re-read his address at the top of the magazine, then looked up at his house. The roof sagged, the paint peeled, and the lawn was unkempt. A deep furrow formed between her eyebrows. She felt a strange tightness in her chest. This simply didn't add up.

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