The diary, a leather-bound book, was tucked under the bed. It wasn't something she would normally invade. But the corner of the cover was visible, and her name, "Olivia," was written on the spine. Her heart began to pound in her chest.

She flipped it open and started to read. It described a woman named Olivia, with her life, her dreams and her deepest doubts. The book detailed events she thought were private. Her partner, Thomas, wrote about her insecurities and her vulnerabilities.

She felt a wave of cold rush over her. She knew that the author was Thomas. He'd never mentioned he was writing anything like this. She shut the book, her hands shaking, and wondered how she could ever look at him the same way again.

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