The typed words blurred slightly as Elena read them. Her hand instinctively flew to her mouth, stifling a gasp. She was very confused. She ran through the events of the last few weeks in her head, searching for some clue that might explain the situation.

Her apartment suddenly felt very small, the walls closing in. She walked over to the window and looked out at the city below, the lights of the buildings twinkling like distant stars. She felt a sudden, inexplicable urge to run, to escape.

She closed her eyes, trying to concentrate. What had she missed? She felt a cold sweat break out on her forehead. The silence of the apartment began to feel heavy, oppressive.

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