The world seemed to shrink around her. Amelia had to reread the notice twice. The print was too small, the wording too formal. Everything felt distant, like she was observing it through a thick pane of glass.

She sank into a kitchen chair. She felt a profound weariness, a bone-deep exhaustion she couldn’t explain. She hadn't slept well in days. The fence, it seemed so insignificant.

She let out a frustrated sigh, her shoulders slumping. She stared blankly at the wall, wishing she could simply disappear. The weight of the world pressed down on her, and the thought of one more thing, one more decision, felt unbearable.

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