I walked into the guest room, a room I hadn't been in for years. The air was musty and still. Lined up in the corner, were boxes. Each was meticulously labeled: “Elementary School”, “Middle School”, “High School”. A wave of… perplexity washed over me. Mom kept everything.

I opened a box from my sophomore year. Inside were crumpled notes, half-finished projects, and tests with red marks. I held a poem I'd written, filled with the angst of a teenager. A strange, almost suffocating feeling settled over me.

I closed the box, a feeling of unease twisting in my gut. I didn't know how to process this. I wanted to understand, but I had no starting point.

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