The vibration, a deep, rumbling thrum, seemed to emanate from the very ground beneath David’s feet. He paused, mid-sentence, during his phone call. The contractor next door, a man he'd never seen before, was operating some sort of machine.

He rubbed his chin, staring out the window. The call fell silent. He found himself incapable of continuing the conversation. He had absolutely no idea what was going on, and it left him feeling as if something was slightly out of alignment.

“Hello?” his friend’s voice crackled through the phone, pulling him back. "David? Are you there?"

"Yeah... yes. Sorry." He cleared his throat. He hung up the phone. He had things to do, but he couldn't bring himself to do them.

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