The unsettling thing wasn't the drawings themselves, but the way they always seemed to appear. The sketches, depicting a small, perpetually frowning gnome, were now taped to the walls of the kitchen. Liam kept finding them, seemingly out of nowhere. The gnome was the imaginary companion of his childhood, his solace during a difficult time. Now, his young daughter, Grace, was drawing him.

He slammed his hands on the kitchen counter, the action surprising even himself. He was usually such a patient man. He felt a deep-seated feeling that he needed to know the answer to something he couldn't yet articulate.

"Grace," he began, his voice barely a whisper, "who is this little… person?"

Grace, her face bright, answered: "That's Grumble! He helps me with my homework!"

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