The argument with her sister had left a bitter taste in her mouth. She needed to breathe, to find some semblance of calm. The tree, her silent companion for years, had always provided that solace. She was looking forward to seeing it.

His heart sank as he surveyed the scene. The giant redwood, now a cold, brutal reminder of destruction. A tear escaped, sliding down her cheek, mirroring the deep, gouged scar in the earth.

She felt the overwhelming urge to flee. She turned and began to walk away, each step heavy with a profound sense of loss, a weight settling in the pit of her stomach.

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