Sweat beaded on Emily’s forehead, despite the chill of the air conditioning. The brightly lit art gallery, usually a source of calm, now felt like a pressure cooker. She'd tracked him for a month, hoping to stumble upon him naturally, but this felt right. A gallery opening, a shared passion. But when she’d spoken, all of the carefully constructed plans evaporated.

She approached him, a tentative smile plastered on her face. "David?"

He'd looked at her, tilting his head. "I'm sorry, do I know you?" His eyes were a startling blue, as bright and distant as the ocean.

Her breath hitched. She was suddenly and completely unable to function. The canvas, his artwork, blurred before her eyes, blurring everything she once knew.

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