The muscles in her neck were knotted so tightly it felt like a vise. The pressure at work was relentless, and the project had to be finished yesterday. Sarah had been working non-stop, sacrificing her health and well-being. She noticed the new construction next door. Mr. and Mrs. Peterson, the friendly retirees, were having a massive addition built onto their house. She didn't know how they could afford such luxury, but she knew she could not take one more thing.

The sight of their expanded home filled her with a mixture of disbelief and fury. Her own modest house felt suddenly inadequate. She could barely bring herself to look at it, yet she could not look away. She felt a burning need to scream.

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