From his seat in the audience, Mark watched his sister approach the stage. He’d volunteered to film the event, a safe distance from the spotlight. His parents’ retirement party. It felt… off. His mother's usual, reserved personality had transformed into effusive happiness, and his father, normally quiet, was practically giddy. It was a bizarre dynamic.

He shifted in his chair, feeling a dull ache in his jaw. He zoomed in on his mother's face, searching for a clue, a hint of something he didn’t understand. The camera felt heavy, as if it mirrored the weight in his chest. He felt like he was observing a play he hadn't rehearsed for.

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