The air was thick with unspoken tension. The weight of expectations pressed down on him, making it hard to take a full breath. He needed to escape, even for a little while, into the comforting embrace of a used bookstore.

He found a battered copy of "War and Peace." As he opened the book, a dried flower petal drifted out. A receipt followed, and then a small, intricately folded paper crane. It was the same one he'd seen in the bookstore before, and it was making him feel a little nauseous.

He felt a sudden surge of irritation. He pushed the pieces back into the book, his movements jerky. The quiet of the bookstore felt like a mocking presence. He slammed the book shut and left, his heart pounding.

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