Eliza stared at the account printout, her hands trembling so much that the paper rustled. Her legs felt wobbly. The vibrant colors of the living room felt dull, faded. She was supposed to be happy, but she felt as though she was crumbling.

She had to get out of the house. The walls were closing in, the silence was deafening. She felt the sudden urge to run, to escape. But from what? From whom?

She bit down on her lip, a habit she'd picked up recently. She needed a plan. She needed answers. This secret…it was slowly killing her.

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