He felt a sudden heat prickle his skin, starting at the base of his neck and spreading down his back. His mother’s voice, usually a soothing balm, grated on his ears. The words, about finding peace and enlightenment, seemed to bounce around the room, mocking him. He wanted to flee, to disappear, to be anywhere but here, listening to this. He squeezed his eyes shut for a moment, then opened them, forcing a smile. The effort made his jaw ache. "That's... that's wonderful, Mom," he managed, his voice sounding thin and reedy.

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