"Where is it?" the words escaped her in a strained whisper. Her hands, usually steady, now trembled as she scanned her driveway. Her car was gone. The bills were piling up, the job was demanding, and she was barely holding it all together.

She felt a hollowness in her chest, a vast, empty space where hope used to reside. She needed that car. She needed it to get to work, to run errands, to feel like she had some control.

She backed up against the front door, sliding down until she sat on the step. The cool stone did nothing to soothe the heat that was spreading through her veins. She felt the tears welling up, blurring her vision.

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