"I can't," Sarah whispered, clutching the wallet to her chest. It was stuffed, overflowing with money. The sight of it made her head spin. She had been on the cusp of losing everything, and this… this was an impossibility.

Her apartment was dark, the only illumination coming from the streetlights filtering through the blinds. She paced, back and forth, the sound of her own footsteps filling the cavernous silence.

She felt a knot forming in her stomach, a tightness she couldn't quite place. It clawed at her insides, twisting and turning. She sank to the floor, the cold tile a welcome relief against the internal heat.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264