The email arrived like a tiny bomb. Sarah read the subject line: "Your Essay Featured!" Her heart leaped, then immediately plummeted. Her essay, β€œThe Color of Rain,” was being used in a high school writing workshop as a positive example. She felt a strange buzzing in her ears.

She instinctively reached for her hair, twisting it into tight knots. The feeling was a knot in her stomach, twisting. She went back to the email and reread the link. She opened the page and watched the words of her essay flash on the screen. The accompanying photo of her from her college's alumni page felt inappropriate.

She closed her laptop, the screen reflecting her own distorted face. She stood up abruptly and started pacing her apartment, the hardwood floor creaking under her hurried steps. Why did they choose this one? What did it mean? She had no answers.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232