The heat in the waiting room seemed oppressive, clinging to her skin. Clara chewed on her lip, a nervous habit she hadn’t broken. The plastic chairs dug into her back, the fluorescent lights hummed a maddening tune. Waiting was the worst part, and the minutes stretched into an eternity. Her hands fidgeted in her lap, her fingers twisting and untwisting the strap of her purse. A hospital orderly handed her a letter, sealed and addressed to her from someone she thought she'd cut off completely.

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