The envelope felt heavy in Sarah’s hand, a stark contrast to the lightness of the wind. She hadn’t expected anything. The air felt thick, each breath a struggle. The world had become a crowded, noisy place and she was caught in the epicenter of the chaos.

She leaned against the railing of the porch steps, the wood cool against her burning cheek. Her shoulders slumped.

It was just a card, she told herself. Just a little piece of paper. Yet, her stomach churned. The simple act of opening it felt like an insurmountable hurdle, the kind of task that would push her right over the edge.

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