The tiny apartment felt smaller, the walls closing in. Sunlight streamed through the window, illuminating dust motes dancing in the air, but Sarah could only see the mess. Dishes piled in the sink, laundry overflowing the hamper, the half-finished knitting project sprawled across the sofa. And now, Michael wanted a hamster.

Her breath hitched. She hadn't even finished unpacking from the last move, and now this… responsibility. She chewed on her lip, a nervous habit. The idea of yet another thing to take care of made her stomach churn.

"I… I don't know, Michael," she mumbled, pushing stray strands of hair behind her ears. His enthusiasm felt like a pressure she couldn’t 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