The concert hall was packed. The orchestra began to tune, the familiar sounds washing over Elena. Then, the conductor raised his baton, and the opening notes of her symphony filled the air. She felt a sharp intake of breath. The music was hers. She’d spent years composing it.

However, the composer's name was not hers on the concert program. She stared at the stage, her mind racing. Someone else was taking credit. She felt a rush of heat to her face, a tightening in her chest. A deep, unsettling feeling took hold as she listened to her work, now a possession of another.

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