The sterile white walls of the hospital room seemed to close in on Clara. She had driven for hours, hoping for a joyous reunion with Michael. She’d envisioned their shared laughter, the reminiscing, the easy camaraderie. But when she’d introduced herself, Michael had only stared at her with a vacant, uncomprehending gaze. “I… I don't know you,” he’d stammered, his voice weak. Now, Clara clutched her handbag, her knuckles white. The beeping of the machines echoed in her ears, each pulse a hammer blow against her temples.

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