Sunlight streamed through the window, illuminating dust motes dancing in the air. The morning felt bright, almost aggressively cheerful, a stark contrast to the darkness that had descended on Emily. She felt a throbbing ache in her head, a dull, persistent throb that resonated with the turmoil churning inside her. She’d been sorting through David’s belongings, a task she’d approached with a heavy heart, her shoulders slumped with the weight of her grief. In the bottom drawer of his desk, tucked behind a stack of old letters, she found a bank book.

Her hands trembled as she opened it, the pages brittle with age. The figures, meticulously recorded, jumped out at her, each entry a stab of pain. The sheer volume of money was staggering. She sat there, frozen, the world narrowing to the small, square booklet in her hands. The room began to spin.

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