The news alert on the phone buzzed, followed by the notification. James Baker. He hadn't thought about him in years, but the name still triggered a primal response. His palms were clammy, his pulse accelerating. He felt a sudden, sharp ache in his chest.

He swiveled in his chair, staring blankly at the wall. The walls of his apartment seemed to press in on him, the shadows stretching and distorting. He felt a powerful impulse to retreat, to hide, to shut out the world.

He rose and began to pace, his steps erratic and agitated. He wanted to shout, to smash something, to break free of the invisible chains that seemed to bind him. The past loomed large, a terrifying monster ready to devour him.

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