He found himself pacing the living room, the familiar squeak of the floorboards a soundtrack to his mental turmoil. His father had started leaving encouraging notes on the refrigerator: "You'll figure it out!" "This too shall pass!" Each note felt like a small, unwelcome jab. He hadn't asked for guidance. Or maybe he had.

He paused, staring out the window at the familiar street. Everything was the same, yet nothing felt right. This house, his childhood home, now felt like a maze, and he couldn't find the exit.

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