"Why?" Eleanor muttered, staring at the list. Her mother had lived a life of quiet contentment, and the vibrant aspirations now seemed almost cruel. *Take a pottery class. Go whale watching. Learn to ballroom dance*. Eleanor felt the familiar tightening in her throat.

She paced the living room, the polished floorboards cool beneath her bare feet. The house felt too quiet, too empty. The phone rang, a jarring sound. It was her sister, asking about the funeral arrangements.

Eleanor swallowed hard, her vision blurring. She needed to be strong, for everyone. But the weight of it all was crushing.

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