The silence of the house had always been a refuge, but today it was a trap. Inside, everything seemed normal, too normal. He heard a cough from upstairs. He walked up the stairs, and he found her: his wife, Sarah, sitting at the desk, headphones on.

He watched her for a moment, and his skin began to prickle. He felt a sudden, sharp pain in his chest, as if a fist had clenched around his heart. She saw him.

Her face lit up. She greeted him in a language that felt foreign, and suddenly, he felt utterly lost. He backed away, needing to escape.

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