The receptionist's casual tone, "Oh, a mix-up," was the last straw. Mark's vision swam. He felt a deep, profound exhaustion settle over him. His head throbbed, a relentless pounding mirroring the frantic rhythm of his heart. He felt as if he were sinking into a quicksand of uncertainty.

He drove home, the familiar route becoming an alien landscape. He couldn’t focus on the road, his mind replaying the conversation. He pulled over, his hands gripping the steering wheel so tightly his knuckles were white. He needed to be still, to find some semblance of control in the swirling chaos of this reality.

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