The letter arrived amidst a flurry of emails. Maya was launching a new marketing campaign, and the pressure was relentless. She glanced at the sender's name—Clara—and instantly felt a familiar ache in her chest. Clara, her former best friend, the one she’d lost after a vicious misunderstanding during their college days.

Maya’s office was usually a vibrant space, but today it felt like a prison. The computer screen swam before her eyes, and she felt a sharp pain behind them. The hum of the server, the incessant chirping of notifications—they all amplified the tension.

She picked up the letter, the paper cool against her skin. The words began to dance before her, each phrase a reminder of the years lost. The feeling in her gut tightened with a deep, and all-consuming, sense of being trapped. She dropped the letter back onto her desk, and let her head fall into her hands.

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