The printout felt heavy in Liam’s hands. “Severe allergic reaction… to peanuts… and tree nuts.” He stared at the list, his face a mask. He ate peanut butter sandwiches for lunch every day. He loved almonds.

His stomach clenched. He felt a sudden, sharp ache in his chest. A cold sweat erupted on his skin. It was as though the ground had vanished beneath his feet, leaving him suspended in a void.

He closed his eyes. He tried to remember what he had eaten. He pictured his home, the places he often went. He was no stranger to a nut, or nut products.

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