The notification popped up on Daniel's phone. He was on the bus, crammed next to a stranger. It was a link to a blog post, claiming his essay, "The Compass of Courage," as a perfect example of what admissions officers were looking for. He felt a sense of disorientation, a strange hollowness.

He stared at the screen, the words blurring before his eyes. He slowly began to sweat. The ambient noise of the bus seemed amplified, a cacophony of sound. He closed his eyes, imagining himself somewhere far away from the cramped space, wishing it was all a dream.

He got off the bus at the next stop, ignoring the concerned glances of the other passengers. He walked aimlessly down the street, his feet dragging.

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