The hospital cafeteria smelled of stale coffee and disinfectant. Robert picked at the lukewarm food on his tray, his appetite gone. The fluorescent lights buzzed, irritating his already fragile nerves. He felt a constant pressure, a low-grade hum of worry that never ceased. He didn't want to be here. He just wanted to go home and hide.

He kept replaying the doctor's words in his head, each sentence a fresh wound. He glanced across the room, catching the eye of a woman sitting alone, who was also avoiding her food. She looked like she was about to cry.

She abruptly stood up and walked over to his table. β€œAre you… are you here for the same thing?” she asked quietly.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264