It was the middle of the night when Karen stumbled upon the account "DreamChaser17." Her teenage son, Michael, slept soundly upstairs. The account revealed an elaborate online persona, a carefully constructed life of a confident, popular, and incredibly talented musician. He had a band.

She sat on the edge of her bed, phone clutched in her hand. A chill ran down her spine. The boy in these photos was a stranger. She bit her lip, her heart pounding.

Karen slowly rose and walked to the window, staring out into the darkness. She felt detached, lost in a sea of unspoken questions. How could he have kept this from her? Was it a fantasy, or a genuine desire to escape?

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