“Huh,” Ben grunted, looking at the card. The corners of his mouth turned down. His birthday was next week, a fact he’d deliberately kept to himself. This felt like a deliberate intrusion, a secret revealed.

He leaned against the counter, then paced back and forth, dragging his fingers through his hair. He felt a flush creep up his neck. He wasn't usually so... reactive. It must have been a mistake. An employee at the grocery store? A random person? He couldn’t shake the sense of an unseen gaze.

He went through his morning routine, brushing his teeth, getting dressed. The whole time, the card sat on the counter, silently judging him. He grabbed it, then threw it in the trash. It didn’t ease the sensation of being watched.

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