Sarah slammed the car door a little too hard. The keys jangled as she fumbled with them, missing the lock twice. Her knuckles were white. The air felt heavy, like a humid blanket clinging to her skin. Moving back home, after the disastrous attempt at starting her own business, felt like admitting defeat.

Inside, her mother was humming, her hands moving quickly as she prepared dinner. The scent of garlic and onions filled the small kitchen, a smell that usually comforted her, but tonight felt suffocating.

"Oh, honey, you're home!" Her mother's smile faltered, her eyes taking in Sarah's tense posture. "Everything okay?" Sarah forced a smile back, her throat suddenly tight. "Fine. Just… tired." She knew the conversation was coming.

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