The sheer volume of papers was staggering. Anna stood in her childhood bedroom, now repurposed as a storage space, surveying her past. Her mother, a woman of practicality, had preserved every scrap of her educational life. A feeling of unsettlement stirred in her chest.

She reached for a box labeled "College - Freshman Year." Inside, a collection of essays, notes, and exams. She picked up a discarded creative writing assignment, the words filled with the anxieties of youth. She felt a prickling sensation on the back of her neck.

She found herself walking to the window, staring out at the familiar street. The question buzzed in her mind. What was she trying to say?

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