The office air hung heavy with the scent of cheap coffee and unspoken ambitions. Sarah sat, fingers intertwined, in the waiting area. The receptionist's cheery smile seemed a little too bright. She glanced around, saw a familiar face across the room, and felt a strange tug in her gut.

Daniel. He was here too. The internal landscape seemed to tilt slightly.

A bead of sweat trickled down Sarah’s temple. The brochures on the table suddenly seemed overly glossy. Time was both speeding up and slowing down.

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