The aroma of freshly brewed coffee filled the air as James sat in the waiting room, trying to appear composed. Across from him, a magazine lay untouched on the coffee table. He was going to meet Dr. Scott Thompson, as per the appointment he had made last week. The appointment was for him.

He looked at the plaque on the reception desk. He had come here for help with his problems, but he found his mind racing. It was the same Scott Thompson who had delighted in teasing him mercilessly in grade school. The memory of Thompson's taunts still stung.

James was filled with a mixture of confusion and disbelief. He started to wonder if he should leave.

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