The world was spinning. Sarah could taste the metallic tang of fear in her mouth. The doctor’s calm, rehearsed speech about an entirely different life, an entirely different body, an entirely different destiny, grated on her nerves. She picked at the chipped paint on the armrest, her fingers tracing the imperfections. She needed to be alone.

"I need to leave," she said, her voice barely a whisper. She rose, her legs shaky beneath her, and made her way through the crowded waiting room, the sounds of conversation blurring into a meaningless hum. The door, the escape, felt miles away.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264