"Unbelievable," muttered Chloe, her voice tight. Her parents had organized a surprise anniversary party, and she was the only one who could make it happen. Now her flight was delayed, and the hours ticked by relentlessly.

She tapped her foot with staccato precision, the rhythm a frantic drumbeat against the silence of the waiting area. She pulled at the collar of her shirt, feeling a sudden heat. She needed to fix this, to make it all right.

She shot a text to her parents, a carefully worded lie about being stuck in traffic. She knew they’d see right through it. She knew the disappointment she was causing them, and it felt like a physical blow.

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