The afternoon sun streamed through the window, illuminating dust motes that danced in the air, but the scene was anything but idyllic. Claire sat at her mother’s vanity, the letter spread out before her. It was a letter of resignation from her mother’s singing career, a career she had abandoned before Claire was born.

She picked up a lipstick, then put it back down. The letter, however, was blunt and concise. “The life is no longer fulfilling.” The words seemed to echo in the quiet room. Her mother never spoke of her singing career. Claire had heard rumors, hints, but never the full story.

She felt a hollowness in her chest, a sense of loss she couldn’t quite name. She hadn't expected to find this. She felt her throat constrict.

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