The flickering candlelight cast dancing shadows on Marcus’s face, highlighting the lines etched by sleepless nights. He stared at the manuscript, his gut churning with a sense of unease. He ran a hand through his hair, the strands catching on his fingers.

"The Midnight Sonata" - his debut novel. He'd poured his heart into it. Then the publisher changed the name, the words, but the basic story was still the same. His friend, a fellow writer he'd trusted, took all the credit.

He slammed the book shut, the sound echoing in the silent room. He couldn't eat, he couldn't think. He felt the sting of betrayal, the bitter taste of defeat.

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