The basement was a labyrinth of boxes. John stood in the middle of it all, feeling a strange disconnect from his surroundings. His mother, the keeper of secrets, had archived his entire academic journey. He took a deep breath.

He opened a box marked "High School - Senior Year." Inside, he found college applications, acceptance letters, and transcripts. He picked up his high school diploma, the signature of his principal staring back at him. He felt… exposed.

He sat down on the floor, surrounded by the ghosts of his past. He felt a growing sense of unrest. He wished he knew what his mother was thinking.

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