The card was the only thing in the mailbox besides a flyer for a local pizza place. For John, this was an enigma he didn’t want. He’d lived alone for years, and he generally preferred it. He didn't want any surprises.

He went inside and slammed the door, a little harder than usual. He tossed the card onto the table. He then grabbed a beer. He tried to think of anyone who knew his birthday. No one came to mind.

He sat down and swigged the beer, the silence in the apartment pressing down on him. He felt… exposed. He felt a need to check the locks on his doors and windows, even though he knew there was nothing to worry about. He was alone.

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