The phone rang, shattering the fragile peace of the morning. It was his mother, calling about a family gathering. Michael already had a full plate. His business was struggling, and his partner had just announced he was leaving. He needed to avoid any more complications. He closed his eyes, took a deep breath, and answered. Then, the crash. He looked out and found that Mrs. Gable's ancient willow had finally given way. It had fallen onto her garage and his property line. He felt an unwelcome wave of nausea.

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