The sunlight seemed to pierce right through her. Maya shielded her eyes, her hand trembling. The postman had been gone for hours, but the metallic smell of the mailbox still lingered.

The card felt strangely out of place. It was bright yellow, and its cheerful design mocked the exhaustion etched onto her face. Everything felt complicated.

“Who…?” she murmured, the question dissolving into the heavy, humid air. She barely had time to eat, let alone celebrate anything. The idea of acknowledging a birthday, any birthday, filled her with a profound sense of weariness.

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