“I can’t,” she whispered, staring at the blueprints. The intricate lines and measurements danced before her eyes. The idea of choosing the style, the materials, even *thinking* about it, made her head swim.

Her hands were clammy, her throat tight. She gripped the edge of the table, knuckles white. The blueprints felt heavy, and she almost felt unable to breathe.

She wanted to call her sister, or maybe just curl up in bed and hide. But she knew that wasn’t an option. Her eyes drifted to her phone on the table. She wanted to throw it across the room. She just wanted someone else to deal with this, just once.

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