The weight of the legal documents pressed down on Marcus like a physical burden. His sister, Olivia, was left with the family's network of businesses, the vast empire that had been their father’s legacy. He received a set of his mother's old recipe books and the rights to her unpublished memoir. He dug his nails into his palms.

The silence that followed was broken only by the frantic pounding of his own heart. The reality of his inheritance, of being essentially excluded from the family's power and influence, sent a surge of hot anger through his veins.

His shoulders slumped, and he felt a wave of dizziness wash over him. He felt as if he were suffocating. The air was getting thin, and he needed out.

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