The tiny apartment felt like a pressure cooker. Clothes lay strewn across the floor, a testament to her hasty morning preparations. She’d been so excited for her date with Michael tonight. Now, the excitement had curdled into something else. She leaned against the cold wall, her arms wrapped tightly around herself. A notification. A message from James. The same. Exactly the same.

A wave of nausea washed over her. She felt pinned, stuck in place, as if her bones were turning to lead. The walls seemed to be closing in. She sank to the floor, the world tilting precariously.

She just wanted to disappear.

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