The letter trembled in Sarah's hand. Her mother's neat script, so familiar, so reassuring, now seemed to mock her. It was a draft resignation, a plea to leave her demanding teaching career, decades before Sarah was born. The words described a longing for a simpler life, for more time. Sarah's chest felt constricted.

She'd been juggling her own career with the needs of her children, their school plays, their doctor's appointments, their everything. Her own to-do list stretched across the kitchen counter, a paper chain of obligations that seemed to never end. Tears pricked her eyes. She felt the urge to run, to escape, to simply vanish. She crumpled the letter, and then, after a moment, smoothed it out again.

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