The house was a mess. Toys littered the floor, and the dog was barking incessantly. Chloe sighed, scrubbing at a stain on the kitchen counter. Her husband was traveling for work, leaving her to handle everything. She was juggling work, Lily's visit, and the general chaos of life. Lily had been drawing a tall, thin figure with a pointed hat and a penchant for purple. "That's Jasper," Lily had announced. "He helps me find lost things." Chloe felt a deep unease, the unsettling familiarity of the drawing. She remembered Jasper, the companion of her own childhood, the one who helped her navigate her own family's struggles. Chloe felt a pressure building in her chest, a sense of being suffocated.

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