He stared at the ceiling, the familiar popcorn texture a mocking reminder of his childhood. Sleep eluded him. He hadn't slept properly since he arrived. His jaw ached from clenching. He could hear his father's snoring down the hall, a rhythmic sawing that grated on his nerves.

His hand clenched into a fist. He had spent his twenties building something, only to have it crumble to dust. The shame and guilt gnawed at him. The pressure of living rent-free, the unspoken expectations… it was a suffocating pressure he couldn't seem to escape. He closed his eyes, willing himself to relax, but his muscles remained rigid.

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