The phone vibrated in her hand, a frantic pulse against her palm. It was her mother. The news had spread. Apparently, her father had fathered another child, a daughter, decades ago. Her entire world, once a carefully constructed tapestry of family and tradition, was unraveling at the seams. She felt a pressure in her chest, as though an invisible hand were squeezing the air from her lungs. She stumbled towards the window, staring out at the vibrant city below. It felt so far away, so alien. She could not catch her breath.

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