The world tilted. Clara clutched the kitchen counter for support, her knuckles white against the cool surface. The room spun, the familiar wallpaper morphing into a dizzying kaleidoscope of patterns. Her head pounded, a relentless throb that matched the frantic tempo of her heart.

A hot flush swept over her, followed by a chilling wave of goosebumps. Her hands trembled as she reread the results, the words "Not a biological match" searing into her brain. She looked at the photograph on the fridge, a picture of her and her parents beaming at her graduation. The smiles seemed to mock her.

She felt a strange disconnect, like she was observing a life that wasn’t hers. The very air in the kitchen felt thick, oppressive, a suffocating weight she could barely bear.

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