The world felt muted. The chirping birds, usually a comfort, now grated on Elena's nerves. The bills lay scattered across the kitchen table, each one a sharp jab. Just as she was about to make herself some tea, a shadow fell across the garden. It was Mrs. Davis, her neighbor, a hand resting on her hip.

"Elena, sweetie, that maple on the line…those leaves are a nightmare. I’m thinking of having it removed, would that bother you?" Mrs. Davis's voice was bright, almost cheerful.

Elena’s hands clenched. The tea kettle remained untouched. Every small decision felt like wading through mud. The thought of this, of another layer of something to address, was physically sickening.

“I…I don’t know,” she stammered, feeling a pressure in her chest.

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