Liam was trying to focus on his spreadsheets, but the intermittent hammering was making it impossible. He massaged his temples, the sound seeming to burrow into his skull.

He peered out the window. It was Mrs. Henderson, the notoriously private woman next door. A dumpster overflowed in her driveway, a chaotic jumble of discarded lumber and drywall. He found himself tapping his foot, a nervous habit he hadn't realized he had.

"What in the world is she doing?" he mumbled, pushing his chair away from the desk. He felt a sudden, inexplicable urge to know more. He went to his kitchen for a glass of water, then found himself staring out the window again.

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