The notice, a stark white rectangle, clung precariously to the chipped paint of his apartment door. Arthur squinted at it, his brow furrowing as he scanned the official-sounding language. Condo conversion. He rubbed his chin, a habit he only did when something was… difficult to understand. He’d lived in this building for fifteen years, since his divorce. The thought of change, of something being taken from him, settled like a rock in his stomach. He sighed, then went inside to make a cup of tea. He needed to think.

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