The empty backyard felt vast and empty. String lights, meticulously strung, cast a dim, mournful glow on the grass. The aroma of barbecue, usually a welcoming beacon, was now a painful reminder of the feast that wouldn't be served. He walked slowly around the space, kicking at a stray balloon, his steps heavy. He felt a knot tighten in his throat, and he couldn't quite bring himself to meet his own eyes in the window's reflection. A strange, disquieting hollowness resonated within him.

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