The silence in the house was deafening, the echoes of her recent loss a constant companion. The bills piled up, each one a stark reminder. The front doorbell chimed, a jarring sound. It was Mr. Evans, his face etched with a practiced sympathy.

“Good afternoon,” he began, his voice low. "About that pine tree on the line…it's casting a shadow on my garden."

She felt a wave of nausea, her stomach churning. The world seemed to dim.

“I…I can’t,” she whispered, her voice barely a breath. Everything was too heavy.

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