"Remember that concert?" Clara beamed, gesturing widely. "The crowd was insane, the band was on fire, the whole night was electric!" Her eyes sparkled.

Adam shifted in his seat, the cheerful chatter around them a sharp contrast to the turmoil within. He recalled a crush of bodies, a suffocating atmosphere, and a relentless headache. The music had been a cacophony, the experience overwhelmingly unpleasant.

He picked at a loose thread on his jacket. He found himself avoiding her gaze, the enthusiasm in her voice echoing his own discomfort. He felt a chill despite the warmth of the room. He felt a growing sense of isolation, a sensation that made his heart pound irregularly.

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