The constant buzzing of the office printers and the forced cheerfulness of his colleagues were making her head throb. Clara felt a strange pressure, a tightness in her chest, as she typed away at the computer. She'd been feeling this way for days. She longed for peace.

Her phone vibrated, and she saw the message from "KindredSpirit," her online support group member: "Outside, can't wait to finally meet!" The words seemed to jump off the screen, intensifying the pressure.

She pulled her coat on, her hands fumbling with the buttons. She started to reach for the door, but stopped. She could not face the world.

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