The world felt muted. Colors seemed dull, sounds distant. A leaden cloak settled on her, dragging her down. The simplest tasks felt like monumental efforts. Even walking to the appointment had been an ordeal.

She'd recognized the name on the door immediately: Kevin. The one who had terrorized her throughout high school. The irony was almost comical, except that laughter was the last thing she felt capable of.

He sat across from her now, a picture of calm. He looked different, older. His eyes held an expression she couldn’t quite decipher. She wanted to bolt, but her legs felt like lead weights.

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