The constant drone of the printing press grated on Kai's nerves. The book launch was in two weeks, and the layout was still not finalized. He was perpetually exhausted, running on caffeine and fumes. The weight of his responsibilities felt enormous.

A friend called, his voice laced with confusion. He’d seen something online, something Kai needed to see. Reluctantly, Kai clicked the link.

It was a tattoo convention. A large display of tattoos. And there it was, his entire cover design for the book, permanently etched on someone's torso. His blood ran cold. He felt a dizzying emptiness, a sense of being robbed of something precious.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169