It had been a busy season for the bakery. Liam, the owner, usually thrived in the chaos, the sweet scent of baking always a comfort. But today, the aroma felt cloying. The letter, delivered that morning, had soured the air, even the smell of fresh bread couldn't mask it. The apology was from his brother, a man he hadn’t spoken to in nearly a decade.

His shop was usually a cheerful place, filled with customers and the happy chatter of his staff. But today, the bright lights felt harsh, the noise grating. His hands, usually nimble with dough, felt heavy. He dropped the letter onto the counter, his usual confidence gone. The words, when he'd eventually read them, had left a sour taste on his tongue.

The rush of customers, the orders piling up – it was all too much. He leaned against the counter, the weight of the past dragging him down. He felt the familiar ache in his jaw.

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