The air in the small apartment suddenly felt thin and hard to breathe. The headline on the laptop: “Daniel’s Deepest Desires: Journal Entry Exposed” was like a punch to the gut. The words seemed to mock him, the memories now made available to all.

He stood up abruptly, pacing back and forth, the action stemming from an internal turmoil he couldn't control. His hands fidgeted, picking at the loose threads of his worn jeans. He felt a throbbing sensation in his temples.

He ran a hand through his hair, disheveling it further. He felt a deep sense of unease, a feeling that something essential had been taken from him. He felt trapped.

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