Rain hammered against the window, mirroring the relentless drumming in Eleanor’s head. She’d promised to grade the essays by Friday, and the stack on her desk seemed to multiply with every blink. Avoiding the task, she'd wandered into the used bookstore, seeking solace amongst the silent tomes.

A worn copy of "Pride and Prejudice" called to her. Back home, curled on the sofa, she began to read. Halfway through Chapter 1, a small, folded piece of paper fluttered out. Her breath hitched.

Unfurling the brittle paper, she saw looping cursive. *My dearest Eliza,* it began. It was a love letter. A wave of something akin to jealousy washed over her, followed by a strange ache. It had nothing to do with her but somehow it made the essay grading feel even less bearable. She tossed the letter back in the book and walked away.

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
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169