The aroma of freshly baked sourdough, once a comforting scent, now felt like a taunt. Liam sat at the kitchen table, watching his daughter, Chloe, meticulously knead a lump of dough. His own passion for baking had morphed into a relentless cycle, driven by Chloe’s unwavering interest. The kitchen counter was perpetually dusted with flour, the oven always running.

He picked at a stray crumb on the table, a feeling of unease settling in his gut. Chloe's insistence on perfectly shaped loaves and complex starters was beginning to feel like a competition. He glanced at his phone: a text from his boss reminding him of the deadline for the project. The pressure from work, combined with the constant demands of Chloe's baking, left him feeling utterly depleted.

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