Liam stood rooted to the spot, phone clutched in his trembling hand. He’d just finished a successful presentation at work, a culmination of years of effort, and now this. His teenage journal, meticulously typed up and published online, mocked his success.

He felt the blood drain from his face. The entries were naive, embarrassing. He felt a deep sense of wrongness, as if his life had been invaded. His meticulously crafted composure had shattered. He could feel the pressure behind his eyes.

He thought of his colleagues, his friends, his family. The thought of them reading the pages filled him with a deep, unsettling uneasiness. He needed to be alone. He turned and fled, the office noise fading behind him.

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