The takeout containers felt heavy in Maya's hands, the plastic digging into her palms. The aroma of sesame chicken, usually a comfort, now felt cloying. She’d been staring at the closed bathroom door for twenty minutes, listening to the muffled, hushed tones. Another call. Another disappearing act. Her breath hitched. She dumped the food on the kitchen counter, the clatter echoing in the sudden silence. "Liam?" she called, her voice tight, a tremor running through it.

She paced the small apartment, the worn rug offering no solace to her restless feet. Her phone, usually glued to her hand, remained on the coffee table. She couldn't bring herself to pick it up, afraid of what she might see. The knot in her stomach tightened with each passing second, a physical manifestation of her unease. The shadows in the room seemed to press in on her.

Liam emerged from the bathroom, his face carefully blank. "Hey," he said, his voice a little too casual. Maya forced a smile. "Food's ready." The words felt foreign in her mouth. She could only manage a small nod.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264