The bills were stacked high on Maya’s kitchen table, a paper mountain threatening to bury her. Across the street, the newly-renovated mansion of the Kanes gleamed, bathed in the golden light of the setting sun. She'd seen them, at a fundraising event, holding champagne flutes and laughing. She barely had enough to cover rent.

Maya sank into a chair, her shoulders slumping. The air felt heavy, like she was submerged in something thick and viscous. Her throat felt tight, and swallowing was difficult. The television blared, but she couldn't register what was on the screen.

She closed her eyes, trying to block out the noise, the light, the sheer weight of everything.

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