The coffee cup trembled in Maya’s grip, the lukewarm liquid sloshing dangerously close to the rim. She was late, again, thanks to the morning’s latest bout of exhaustion. The fluorescent lights of the hospital waiting room seemed to throb, mirroring the pulse hammering in her temples. She chewed on her lip, a nervous habit she’d picked up in the last few weeks. This waiting room, the stark white, the antiseptic smell, had become her personal torture chamber.

A man, mid-forties, with tired eyes and a five-o'clock shadow, sat down beside her. He glanced at her coffee, then back at the floor. He shifted uncomfortably, avoiding eye contact. He looked as though he was trying to swallow something difficult.

"They just called my name," he mumbled, his voice gravelly. "I think… I think they found something too."

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