The waiting room seemed to shrink around her. She focused on the abstract painting on the wall, trying to decipher its shapes. It was an exercise in distraction, and it wasn’t working. She'd walked into a therapy session looking for answers, but now, she was awash with a jumble of unexpected feelings. Why had she agreed to this? The receptionist had been very kind and said he had an immediate opening.

When the door opened, she caught the familiar scent of… was it sandalwood? He looked different, older, and… calmer. The man with the mischievous grin was now wearing a serious expression. He gestured for her to enter his office, and she followed, her footsteps feeling heavy.

He had become a therapist. The information was a strange jolt.

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