The card, a pastel-colored thing with a cartoon cat holding a balloon, lay innocently in the mailbox. It was nestled amongst bills and junk mail, yet it seemed to radiate a strange heat. Amelia reached for it, her fingers clumsy and unresponsive.

“Just another thing,” she muttered, her voice brittle. The tightness in her chest constricted further. She had a mountain of responsibilities.

She held the card up, turning it this way and that. No sender. No clue. It was just… there. She wanted to crumple it into a ball and throw it away, but her hand stayed frozen. The paper seemed to mock her with its cheerful facade.

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