The harsh fluorescent lights of the office building seemed to amplify the feeling that coiled within him. Mark watched as Emily strode confidently ahead of him, her tailored suit radiating a polished professionalism he couldn't replicate. He tugged at his slightly too-tight tie, the fabric suddenly feeling constricting.

He replayed the phone conversation from the previous night, when Emily had confided that she was applying for the same position. They had agreed to support each other, but now... the situation felt different, complicated.

He leaned against the cold wall, wishing he had brought his jacket. It was hot, then cold, then hot again. He felt as though the world around him was shifting, turning.

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