Sarah pushed open the front door, keys jangling in her hand. The usual symphony of morning bird song filled the air. But something was off. The familiar green of her Prius was missing from its usual spot. A hollow feeling formed in her stomach.

She walked towards the empty space, her brow furrowed. Had she forgotten to move it? She retraced her steps, going back inside to check if she was hallucinating. The kitchen was just as she had left it. She paced in the living room, trying to recall. She was certain she hadn't moved it.

Outside again, she found it. A bright orange sign, its message stark against the morning light. She picked it up, her hands trembling slightly, the words swimming before her eyes. “Illegally parked.” Her throat felt dry as she stared at the words, her mind racing.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. 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 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196