The email sat in the inbox, mocking him. It was a perfectly innocuous subject line: "Congratulations! Your article is live!" He'd been expecting it, waiting for it, yet the words felt like a physical blow. His breath hitched, a shallow gasp that left him feeling lightheaded. He grabbed at the kitchen counter for support, his knuckles white. The attached link led to his painstakingly crafted piece, but the byline… it wasn't his name. It was another writer’s.

He scrolled down, heart hammering against his ribs, searching for an explanation, a mistake. There was nothing. Just the other writer's name, bold and confident, staring back at him. A wave of nausea surged; he barely made it to the bathroom before he was retching. The cold tile floor felt oddly comforting against his cheek.

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