John leaned back in his chair, the glow of the phone reflecting in his wide eyes. He had found an account titled "RebelHeartRach," and the profile picture was of his daughter, Rachel, with bright pink hair and multiple piercings. He ran a hand over his face, a slow, deliberate movement.

He felt a strange tightening in his chest. Rachel, his daughter, was the quiet, studious girl who always followed the rules. This account, however, portrayed a completely different person. There were posts about activism, political protests, and a clear disdain for authority.

He stood up, pacing the small space of his office. He felt as though the very ground beneath him had shifted. A sense of betrayal mixed with curiosity, a potent and uncomfortable combination. He didn't know what to do.

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