"Just another day," she muttered, staring at the screen. Maya, a struggling artist, was trying to find work. She had only enough money for rent this month. Her laptop beeped; a notification from YouTube. It was *that* song again. A cover. Another cover. A feeling of dread coiled in her stomach.

Her breath hitched. The words, *her* words, poured forth from the video, sung with a confidence she'd never possessed. She felt a burning sensation behind her eyes. The tiny apartment seemed to shrink, the walls closing in.

She slammed the laptop shut, the metallic clang echoing in the silence. She paced, her steps frantic and uneven. She felt as though the very air had become too thin to breathe.

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