Clara felt a wave of nausea wash over her as she stared at the sterile white walls of the laboratory. It was the same lab where she'd gotten the initial diagnosis, and everything felt even worse. She could barely stand. She'd managed to get dressed, but the clothes felt foreign on her skin, constricting. Her breath was shallow and rapid. She clutched the edge of the examination table, her knuckles white.

A young woman, also looking anxious, sat down next to her. She introduced herself as Emily. She was also waiting for the doctor. She said it was about "the results". Clara nodded, unable to speak, the words caught in her throat.

The doctor walked into the lab, his face grim. He looked at them both. “I have some news,” he began, his voice flat.

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