She stared out the window, at the rain lashing against the glass, mirroring the storm inside. Her stomach churned. The appointment felt like a terrible mistake, a trap of her own making. The world had tilted on its axis, and she was struggling to find her footing.

It was him. David. The boy who had made her life a living hell. The boy who was now pretending to care. She felt a burning rage, a bitter resentment. She wanted to scream.

She pressed her lips together, fighting to keep the tears at bay. The need to escape was overpowering.

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