"Mom!" Leo called out, his voice a tight, strangled whisper. He saw the photos of the house, the old oak tree in the front yard. His vision blurred. He couldn't quite believe it. It felt like someone had kicked him in the gut. He dropped the phone and ran to the bathroom, splashing cold water on his face.

The water offered only fleeting relief. He felt a tightening in his throat, making it difficult to breathe. The bathroom tiles swam before his eyes. He leaned against the cool porcelain of the sink, desperate for something to hold onto.

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