The room was spinning, or perhaps it was just the relentless chatter of relatives, all trying to understand. Grandma Rose, her voice trembling, kept asking, "But why? Why Judaism?" Emily, her niece, had just announced her conversion. Emily's mother, her sister, had burst into tears. Emily stared serenely.

Emily’s announcement had hit her like a punch to the gut. Emily, her sweet, always-smiling niece was now embracing a faith that, in Emily's grandmother's mind, represented a betrayal of their heritage. Emily wanted to scream, to lash out, but she held herself back, but her knuckles were white.

Later, she found herself mechanically folding laundry, a task that normally soothed her. Tonight, it felt like an insurmountable chore. The scent of her mother's rose-scented laundry detergent normally made her smile. Tonight, it was grating.

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