Sarah gripped the chipped mug so tightly her knuckles were white. The letter lay on the table, its crisp white a stark contrast to the cluttered surfaces of her apartment. It was from a lawyer. A lawyer who represented someone claiming to be her half-sister. A half-sister she'd never heard of. Her breath hitched. The stale air in the room felt thick, trapping her. She felt a knot in her stomach, a tight, twisting pressure that made her want to run, to scream, to dismantle the entire room piece by piece. She reread the name, โ€œJessica Miller.โ€ Jessica Miller. The name seemed to vibrate, a dissonant chord echoing in her head.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264