The sterile white walls of the hospital room seemed to close in on Emily. The doctor's words, a jumble of medical jargon and bad news, echoed in her ears. She felt pinned, trapped, unable to move or think clearly. Her own body felt foreign, the source of unknown threats. She looked at her reflection, a stranger stared back.

She rose from the examination table, her knees threatening to buckle. She had to get out, to breathe. She moved slowly, carefully, like a wounded animal. Each step was a battle. She needed the comfort of something familiar, she just couldn't think what it was.

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