The phone rang again. It had been ringing non-stop since the storm. Sarah stared at the screen, another unknown number. She let it go to voicemail. The sight of the splintered birch, its roots torn from the earth, made her stomach churn. It was a disaster, a messy, noisy disaster.

She rubbed her temples, the dull ache intensifying with each unanswered call. There were forms to fill out, contractors to contact, and a whole host of questions. The weight of it pressed down on her chest, making it hard to breathe.

Her apartment felt small, the walls closing in. She needed space, air, a moment's peace.

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