The silence of the house pressed in on Eliza. Her brother, Daniel, was rummaging through boxes in the attic, oblivious. She found herself constantly tapping her fingers on the dusty windowsill.

She stared out at the overgrown garden. Her breath hitched. The responsibility of it all was suffocating. Every cracked tile, every chipped paint can reminded her of the task ahead.

She needed to focus, to be practical. But her thoughts kept spiraling, a whirlwind of doubt and fear. She pressed her palms against her eyes, willing the tension to release. She couldn't do this. Not alone.

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