The letter arrived on a Tuesday, nestled amongst the bills and junk mail. Sarah nearly tossed it unopened, another piece of paper cluttering her already overflowing life. She’d been juggling three jobs, a crumbling apartment, and the constant worry about her ailing mother. But something about the neat script on the envelope snagged her attention. It was addressed to her maiden name, a relic of a life she'd tried to bury.

A tremor ran through her as she ripped it open. The words swam before her eyes. It was from Mark, the boy who'd broken her heart at sixteen. He confessed to his part in the cruel gossip that had followed her, to the way he'd stood silent while others tore her down. She could feel her breath hitching, a familiar tightness in her chest, the same one that had plagued her since her mother’s diagnosis.

She folded the letter, then unfolded it again, rereading the words. The scent of lavender from his stationary clung to the page, a faint perfume. What was she supposed to do with this? She felt the urge to crush it, to shred it. But she couldn't. It felt too momentous. It felt… too much.

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