The humidity clung to her skin, adding another layer of discomfort. I really need to finish this before the party, she thought. The house needed to be perfect, or she'd fail at everything. The thought made her stomach churn. The attic, as always, was a black hole of uncertainty.

She dragged a large box out of the cluttered space, her arms aching with effort. The dust swirled around her, making her eyes water.

Inside, she found an old wedding dress, its lace yellowed with age. She touched the delicate fabric, a strange sense of melancholy washing over her. She blinked, feeling a flush of heat rise up her neck.

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