The tiny plastic figurines, once a source of comfort, now felt like a prison. Sarah ran a hand through her already disheveled hair, the small plastic warriors scattered across the kitchen table. Each meticulously painted detail, once a point of pride, now mocked her. Her son, Leo, chattered excitedly about the battle plans for the "Kingdom of Glitterspire," his eyes shining with an intensity that made her chest tighten. She’d loved painting these miniatures, a way to escape the day's drudgery, but now Leo's all-consuming passion had transformed her quiet refuge into a demanding production schedule.

"Mom, are you ready to paint the griffins?" Leo bounced on the balls of his feet, clutching a handful of the tiny creatures. The question hung in the air, heavy and insistent. Sarah forced a smile, the muscles in her face aching. The scent of acrylic paint, once pleasant, now felt suffocating. She glanced at the clock: 5:47 PM. Dinner was not started, the laundry remained untouched, and her own creative spark felt extinguished.

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