The discovery was a series of small, unsettling echoes. First, a stray crayon on the carpet. Then, a drawing tucked inside a book. Then, more drawings, all of the same character: a tall, thin figure with a single, large eye. The figure was a copy of the imaginary companion he had as a child.

He sat at the kitchen table, the drawings spread out before him. His hands felt clammy. His breath hitched in his throat. He felt an intense desire to flee, to escape the confines of his own mind.

He turned to his sister. “Alice, who is this… this creature?”

Alice smiled. "Oh, that's One-Eye Willy. He's Clara's best friend. He tells her the best stories."

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