She sat behind the counter of the coffee shop, the aroma of brewing coffee doing nothing to soothe her nerves. The to-do list, which Mr. Garcia always managed, was on the counter, as vast and daunting as the ocean. He’d left a note – a thank you note, almost – but no explanation, no goodbye.

She stared at the note, her eyes burning. Her fingers clenched the edge of the counter, her knuckles white. The line of customers grew longer, the orders piling up. She felt a cold dread creep into her bones. She wasn't sure how to make the coffee; she wasn't sure what any of the ingredients were.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264