The back door slammed shut, and Finn jumped, startled. His sister, Sarah, had stomped off somewhere, muttering about needing a break. He continued to pace, a restlessness that would not subside. It settled in his stomach, churning with a multitude of unsettling thoughts.

He walked into the kitchen, the scent of lavender from the potpourri on the counter. He ran his hand along the counter and he didn't even know what he was doing here. He should be feeling something, anything. But what he felt was a disorienting blankness.

He had always thought he understood things. Now, he was unsure of everything. He grabbed a cup and poured himself some water, the glass rattling in his hand.

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