The laptop screen glared, reflecting the dim light of the living room. Sarah stared at the listing, the familiar porch swing swaying gently in the grainy photos. It had been years. Her breath hitched. She slammed the laptop shut, the sound echoing in the silent apartment. A wave of nausea rolled over her, and she had to sit down quickly, clutching her stomach. The memories, unwelcome and insistent, began to crowd her mind. She needed to breathe.

She needed to get out. The air in the apartment felt thick, heavy. Throwing on her coat, she stumbled out the door and into the biting cold. The icy air did little to soothe the building pressure inside her chest. Each step felt like a monumental effort.

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