"It's fine, it's fine, it's all fine," Maya repeated, her voice sounding shaky even to her own ears. Her hands fluttered around the cake she was trying to frost, the buttercream frosting refusing to cooperate, crumbling and falling apart. She felt a cold, clammy sensation in her palms.

The balloons she had painstakingly inflated were now drooping, deflated, like the spirits of her guests. She pictured the party, her own party, and then, immediately, Mark's. The vision sparked a sharp, painful ache behind her eyes.

She wanted to scream. Instead, she took a deep, shaky breath, and forced a smile. She needed to fix this. Now.

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