The air in the room felt thick, oppressive, like a physical barrier. James fiddled with the cuff of his shirt, unable to meet his sister’s eyes. His sister, Sophia, was given the family's modern architectural masterpiece, the home filled with sunlight and designer furniture. He was left with a collection of his grandfather's tools, a shed full of rusted metal and broken instruments. His pulse thrummed in his ears, a frantic rhythm accompanying the drone of the lawyer's voice.

He felt a sudden, sharp pang of frustration, a feeling of being overlooked and undervalued. The future he had envisioned, the life he had hoped for, seemed to evaporate before his eyes. He longed to be in that house.

He swallowed hard, forcing a tight smile. He wanted 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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169