The flickering neon sign of the all-night diner cast a sickly yellow glow on Maya's face. Her hands, clammy and trembling, clutched the worn leather wallet. Inside, a wad of crisp hundred-dollar bills stared back at her. Her breath hitched. She'd just lost her job, her rent was overdue, and the grocery bill was a mountain she couldn't climb. Now this.

She pictured her landlord’s stony face, heard the rhythmic thumping of her own desperate heart. It pounded a frantic tattoo against her ribs.

The waitress, a woman with tired eyes and a perpetually kind smile, asked if she wanted another coffee. Maya just shook her head, the words catching in her throat. She needed to make a decision, a choice that wouldn’t unravel the last threads of her sanity. The wallet felt heavy, a burden she wasn’t sure she could bear.

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