Michael dropped the notice onto the kitchen table with a thud. The sound echoed in the otherwise silent apartment. He ran a hand through his already disheveled hair, leaving it standing on end.

He squinted at the document, the small print suddenly mocking him. He’d just finished decorating, spent his savings on new furniture. His heart gave a little lurch.

He sat heavily on a chair, feeling the sudden absence of air in the room. He felt the need to understand, to know the reasons. He grabbed the phone, fingers fumbling with the numbers.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232