The ornate library felt oppressive, the air thick with the scent of aged paper and forgotten secrets. The solicitor, a man with a perpetually mournful expression, cleared his throat. I gripped the arms of the mahogany chair, my knuckles white. Each word seemed to magnify the growing sense of pressure in my head.

My sister, Emily, was bequeathed the family's vast fortune, a complex web of investments and properties. She listened with quiet composure, a subtle smile playing on her lips. She had always been the favored one.

I was handed a box. Inside, was a collection of my grandmother's journals and diaries. They felt intensely intimate, and I felt the walls closing in.

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