Liam ran his fingers over the ornate carvings on the banister, a nervous habit he hadn't realized he still had. The house loomed over him, a dark, imposing structure. His sister, Chloe, was bustling about, opening windows and calling for him to help with various chores. He stared at the ceiling, trying to focus.

He had expected sadness, maybe a tinge of nostalgia. But instead, he was overcome with a feeling he couldn’t quite name. It was like being lost in a dense fog, unable to discern the path forward. He thought of all the things he *should* be feeling, all the things that would be expected of him. And yet, he felt… adrift.

"Liam! Are you even listening?" Chloe’s voice pulled him back to the present. He blinked, forcing a smile. "Yeah, yeah. What do you need?" But as he turned to face her, the confusion lingered, heavy and unsettling.

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