The weight on Arthur’s chest was almost unbearable. He had a successful career, a loving family. Everything was supposed to be perfect. Now, the house, a symbol of his hard work and achievement, was tainted. A murder had taken place there.

He sat on the porch swing, the gentle motion doing nothing to soothe his inner turmoil. His hands were clasped so tightly they ached. He ran his hand through his thinning hair. The thought of bringing guests over, of entertaining, of sleeping in the master bedroom, filled him with disgust.

The world seemed off-kilter, the vibrant colors of the flowers in his garden suddenly dull and lifeless. He closed his eyes, his breaths short and shallow. He felt trapped, suffocated by the house's past, and his own inability to escape it.

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