Chef Darius stared at the newspaper, a knot forming in his stomach. The critic had dismissed his fusion cuisine as “incoherent.” Darius felt as if he had been punched. His goal was to bring cultures together through food. He had spent years travelling and studying different culinary traditions.

He threw the paper on the counter, the action more out of frustration than anger. He leaned against the cool stainless steel, the metallic surface doing nothing to calm his nerves. He felt a deep, unfamiliar sense of unease. He felt out of control.

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