The doctor's office felt sterile, the air cold and clinical. Carol sat rigidly on the vinyl chair, her hands clasped tightly in her lap, knuckles white. The rhythmic beeping of the heart monitor in the next room seemed to echo the frantic pounding in her own chest. Her husband had always handled the finances, a fact she'd never questioned until recently. She'd opened a new credit card statement and found an unfamiliar transaction: a substantial payment to an unknown entity.

She'd done some digging. She'd found it. A savings account, overflowing with money. The discovery had left her winded, breathless. A cold sweat prickled her skin. The room began to spin. She felt a profound sense of isolation, a deep hollowness in her chest.

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