The notice, a stark white rectangle, quivered in Amelia's shaking hand. CONDOS. The word bounced in her vision, blurring the already smudged ink. She crumpled the paper, a sound like a tiny, desperate sigh. Her breath hitched. The thought of finding a new place, the packing, the endless forms… It was too much.

Her legs felt like lead as she walked to the window. The city sprawled before her, a chaotic tapestry of noise and movement. Each flashing light, each distant siren, felt like a personal assault. She pressed her forehead against the cool glass, and a wave of nausea rolled through her.

“I can’t,” she whispered, her voice cracking. The familiar comfort of her apartment, the scent of old books and brewing coffee, suddenly felt like a fragile dam about to burst.

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