Sweat beaded on Liam’s forehead, despite the arctic air conditioning blasting in the doctor's office. His hands wouldn’t stop shaking as he clutched the appointment card. The clinical white walls seemed to close in, and he found himself staring at the intricate pattern on the linoleum floor, trying to trace each individual tile just to distract himself. He could hear the hum of the fluorescent lights and a distant phone ringing, but the sounds felt muffled, distant. He didn't want to be here. He just wanted it all to stop.

The doctor, a woman with kind eyes and a perpetually tired smile, called his name. Liam jumped, nearly dropping the card. He mumbled a greeting, his voice barely a whisper, and followed her into a small examination room. He felt like he was wading through molasses, each movement a monumental effort.

"So, Liam," the doctor began, her voice soft, "the tests came back…" She trailed off, and then looked up at him. "We found something… unexpected."

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