Sarah stared at the laptop, the screen reflecting the flickering overhead light. Her breath hitched. The old oak tree in the front yard, the one she used to climb, was still there, its branches reaching out like welcoming arms. Except… it wasn’t. It was just a photo. She felt a knot tighten in her stomach. A strange disconnect settled in. The memories, once so vivid, felt distant, like echoes in an empty hallway. The thought of strangers inhabiting that space… she couldn't quite wrap her head around it.

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