The divorce papers lay on the kitchen counter, a stark white testament to the unraveling of everything. Sarah ran a hand through her hair, the strands catching on her fingers. Her niece, Lily, was visiting for the weekend, and the constant questions about “Mommy and Daddy” were starting to fray her nerves. Earlier, she’d found a drawing on the fridge – a stick figure with a huge grin standing next to a fuzzy blue blob. “That’s Bartholomew,” Lily had announced. “He lives in the cupboard and keeps me company.” Sarah stared at the drawing, a cold dread creeping up her spine, like a phantom limb. The blue blob was identical to the character she’d invented as a child.

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