The knot in her stomach tightened with every passing hour. Every challenge, every small failure, felt like a crushing blow. She found herself in the used bookstore, seeking a place to hide. She reached for a book on her favorite author.

As she opened the book, a pressed leaf, a maple, tumbled out. She picked it up. A small, carefully folded origami crane was nestled amongst the leaves.

Her chest constricted. Who would take the time to create such a thing? The silence of the bookstore felt suddenly oppressive. She didn’t know how to create anything like that. The book felt like a reminder of everything she couldn't accomplish. She dropped it and fled.

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