The morning air, normally crisp and invigorating, felt heavy, suffocating. Her car, her only connection to her freedom, was gone. She felt a sense of utter isolation. She had just found out about her husband and their debt. And now this.

Her breath hitched in her throat. She gripped the edge of the porch railing, her knuckles white. Her stomach churned, as though she’d eaten something rotten. She was going to be sick.

She could barely move, the weight of everything pressing down on her. The world had tilted on its axis, and she was falling.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264