I blinked, momentarily forgetting what I was doing. My neighbor, Mr. Harrison, his brow furrowed with what I could only describe as an air of trepidation, was asking to grow vegetables on my land.

My chest felt tight, constricted. I tried to focus on his words, but they seemed to fade into a jumble. The air in the room felt suddenly thin, as if I was struggling to breathe.

My gaze drifted to the window, the sun glinting off the meticulously arranged lawn. I felt a chill, despite the warm spring day.

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