The florist's delivery boy, his face bright with a manufactured enthusiasm, handed her the bouquet. "Have a good day!" he chirped, before hurrying back to his truck. Amelia watched him go, the flowers clutched in her hands. She couldn't remember the last time she’d seen a smile that felt genuine.

The scent hit her like a punch. Freesia and roses, a heady combination. She staggered back into her apartment, the sudden contrast between the outside world and the sterile interior making her head swim.

She dropped the flowers on the floor, the blooms scattering across the tiles. Her breath hitched. She felt disconnected, as if she were wading through a thick, invisible fog. The silence in the apartment was deafening, each tick of the clock amplifying the frantic rhythm of her heart.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264