He stared at the email, the stark black text mocking him. "Incorrect medical history… requiring immediate action." John felt a coldness creep through his veins, spreading like ice. He ran a hand through his hair, tugging at the strands. The kitchen felt suddenly small, the walls closing in. He should call someone, his wife, his lawyer, anyone.

His phone slipped from his grasp, clattering to the counter. He just stood there, frozen. The weight of it all pressed down on him. He felt as if he were underwater, struggling for air in a dark, murky void. He took a shaky step, then another, towards the door. The fresh air outside, he hoped, might offer some kind of solace.

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