The silence of the house was punctuated only by the drip, drip, drip of a leaky faucet. She sat at the kitchen table, staring at the water stains that spiderwebbed across the ceiling. She’d promised her mother she would call the plumber.

Her mother's voice, laced with gentle concern, filtered through the closed door. "Everything alright, dear?" The inquiry, well-intentioned, added another layer to the wall she was building around herself. She couldn't face her right now.

She ran a hand through her hair, which felt tangled and heavy. The weight of her failure pressed down on her chest. She needed to do something, anything, but the simple act of lifting her arm seemed beyond her capabilities.

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