"Just breathe," Ms. Davis muttered under her breath, a mantra she repeated countless times each day. The classroom was a disaster, a symphony of noise and chaos. The new curriculum was a nightmare of confusing directives. The administration’s demands were relentless, and the students, well, the students were a challenge.

A large, brightly wrapped gift sat on her desk. She squinted at it, baffled. It wasn't her birthday. She picked it up and found a small card. "To the best teacher, ever!" It was from Maya, a student she had struggled to reach. Inside the package was a handmade quilt.

She carefully unfolded it, running her fingers over the intricate stitching. A tear rolled down her cheek. The quilt, a symbol of care and effort, offered a quiet solace. A long, held breath escaped her.

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