The digital onslaught was relentless. Every click, every notification, felt like a fresh wound. Maya huddled in the corner of her room, drawing her knees to her chest. Her breath caught in her throat.

Her vision swam, the room tilting precariously. The air was thick, suffocating. The noise from the street, usually a comforting backdrop, now pierced her ears, a jarring symphony of judgment. She felt small, exposed, vulnerable.

She wrapped her arms tighter around her legs, as if she could protect herself. The only thing she wanted was to be left alone. She squeezed her eyes shut, wishing the nightmare would end.

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