The tiny notebook felt heavy in Maria's hand. Inside, her wife, Chloe, had scribbled, "Visit the Amazon." "Learn to code." "Open a bakery." The world seemed to shrink around her. Maria stood frozen, the list a cruel reminder of all the things they hadn't done, of a future she hadn't anticipated.

Her breath came in shallow, rapid pants. She clutched the notebook, her knuckles white. She found herself staring out the window at the familiar street, each house now appearing as a looming, judgmental presence.

She squeezed her eyes shut, trying to stem the rising tide of…of…something she couldn't name. The weight in her chest was unbearable. She had to get out.

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