The phone rang again. Michael ignored it. It would be someone asking about his birthday, adding to the mounting pile of expectations. He was sitting on his bed, his back rigid, his shoulders hunched. He hadn’t eaten all day.

He picked at a loose thread on his jeans. The room was dark, despite the bright sunlight streaming through the window. He considered just staying in bed. Simply hiding from the world until it was all over.

He hugged his knees to his chest, a strange, hollow ache resonating in his ribcage.

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