"What the...?" The words escaped Chloe's lips in a hushed whisper as she stared at the notice. Her hands began to tremble.

She went over to the window. The world outside, usually comforting in its familiarity, now seemed to mock her. She felt like she had been plunged into deep water.

She paced back and forth across the small living room, the paper clutched tightly in her hand. Her mind seemed to be working in slow motion. She needed a moment to catch her breath, to find her footing.

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