The tiny goldfish, finning languidly in its bowl, seemed to mock Amelia. She’d come home from work expecting a quiet evening, a rerun of her favorite show, and maybe a bowl of popcorn. Instead, she was staring at… this. Her roommate, Sarah, beamed, gesturing dramatically at the aquatic newcomer. "Isn't he just the cutest, Amelia?"

Amelia ran a hand through her hair, the sensation strangely grounding. She'd agreed to Sarah's penchant for decorating with throw pillows, but this… this was uncharted territory. "He's… a fish." Her voice sounded flat, even to her own ears.

Sarah’s smile faltered. "Yes, well, I thought it would be nice, a little life in here."

Amelia shifted her weight, feeling a knot tighten in her stomach. “I thought we discussed this. We agreed no pets.” The air felt thick, heavy with unspoken things. Why had Sarah changed her mind? What was she missing?

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