The world seemed to spin. Amelia stumbled backward, her hand flying to her mouth. She'd been juggling a demanding job, two children, and a rapidly crumbling marriage. The car was her only escape, her only chance to grab a few moments of peace, driving with the windows down. It was gone.

She sank onto the porch step, the wood cold against her skin. The sunlight felt harsh, too bright. Her breath came in short, shallow gasps. She squeezed her eyes shut, trying to fight back the rising tide of panic.

"No," she whispered, the sound lost in the morning breeze. This was not happening. This could not be happening. It wasn't fair.

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