The library felt suffocating to Jessica, the silence oppressive. She had hoped reading would distract her, but the words swam on the page, refusing to make sense. She gripped the book tightly, her knuckles white. Her breathing was shallow, and her heart hammered against her ribs. She felt as though she couldn't escape the walls.

She had been avoiding her phone, ignoring messages from friends and family. The weight of her current situation felt crushing, and she couldn't face them.

A man approached her, hesitantly. He was carrying a medical journal. "Excuse me," he said, his voice hesitant. "Are you familiar with…?" He mentioned a rare genetic condition, and Jessica's breath caught in her throat.

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