The muffled voices, filtering through the bathroom door, had awakened her. She found the phone on the window sill, the screen displaying a string of unfamiliar numbers. She’d been enjoying a bubble bath before bed, so relaxed. Now, that feeling was completely gone. She ran the water again, but the sound of the rain was louder.

She felt a strange ache in her temples, a dull pressure building behind her eyes. He’d said he was catching up with an old colleague from his previous job, and had retreated to the bathroom for privacy. She didn't buy it, not for a moment. She looked at the bubbles, feeling they had all popped, and vanished, just like the peace she had enjoyed just moments before.

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