The world seemed to spin slightly as Maya walked out of the dean's office. The air felt thin, difficult to breathe. Sunlight, normally a source of cheer, felt harsh on her skin. She had spent the last several weeks engrossed in this research, all of her efforts now under scrutiny.

She sat on a bench outside, the cool concrete offering little solace. She reached for her phone, scrolling aimlessly through contacts. Who could she even call? Her mind felt scattered, her thoughts a jumbled mess of disbelief and frustration.

She imagined every possible scenario, each one more implausible than the last. How could the similarity have occurred? How could this have happened?

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