The weight in Sarah's chest made it hard to breathe. Her mother's bucket list, discovered in a worn leather-bound diary, mocked her from the kitchen table. *Write a novel. Learn to speak French. Visit Rome*. Sarah felt the familiar knot tighten in her stomach. She stared out the window, at the grey sky mirroring her mood.

She had always been her mother’s rock, and now, with her own life in tatters, she felt overwhelmed by the thought of these undone dreams. Her coffee, cold and forgotten, sat in the mug. She had barely slept for a week. Her head throbbed.

A tear escaped, tracking down her cheek. She was utterly exhausted.

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