“Are you sure you want to be here, Mom?” Sarah asked, her voice tinged with concern. Her mother just stared at the house, her face a mask of stone. She hadn't spoken in an hour.

The demolition crew was already setting up. The roar of the machinery filled the air, a brutal counterpoint to the quiet devastation in her mother’s eyes. Sarah felt her own chest tighten. She knew this was her mother's sanctuary, the place she'd always called home.

Her mother's hands were clenched so tightly, the knuckles were white. She took a deep breath, and then another, each one more shallow. The air around her vibrated with unspoken grief.

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