The familiar scent of lilac, the scent of her grandmother's garden, filled the air. Chloe stood awkwardly at the gate, her hand still raised as if to knock. It was the place where she and Daniel had spent countless summer afternoons, weaving daisy chains and sharing secrets. Now, he stood on the porch, a stranger, a look of polite confusion on his face.

"I... I remember this house," she began, her voice catching. "I used to play here with Daniel. Daniel Miller?" He shook his head, a polite smile gracing his features. "I've lived here for five years. There's been no one by that name in my family or this house." The blood drained from her face. She felt like she'd stepped into a different reality.

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