The insistent buzzing of the doorbell made her jump. She was in the middle of a puzzle, trying to find some form of peace. Her neighbour, Mr. Jones, stood on her porch, smiling. He held a small packet of seeds.

Her breath hitched. She could feel her pulse accelerating in her chest. She had a mountain of things to do, and very little time to do them. She felt a sudden, desperate urge to hide, to simply disappear.

She swallowed hard, trying to keep her voice steady. "I… I'm not sure, Mr. Jones," she began, her voice cracking slightly. She gripped the edge of the door, her knuckles white. She looked around, searching for an 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
šŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264