The phone call from her father had left Chloe feeling fragile. He'd been worried about her, and she felt the weight of his concern pressing down on her. She walked into the garden, hoping the fresh air would calm her.

There, she saw Mark, her husband, practicing Mandarin under a tree. He looked up, a sheepish grin on his face. He’d clearly been at it for a while.

The world seemed to spin. Chloe’s vision blurred momentarily. The news, the family dynamics, everything became overwhelming. She couldn't breathe. She closed her eyes, fighting back the rising tide of emotions. The garden, her supposed sanctuary, suddenly felt like a cage.

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