The letter arrived in the mail, crisp and demanding. A typed request from Mrs. Gable about the garden. The words swam before her eyes.

She hadn't slept well in weeks. The noise from the street, the deadlines at work, the endless to-do lists that never seemed to get shorter. Now, this. She pushed her chair back, the scraping sound loud in the quiet room. Her hands began to tremble.

She read the letter again, the neat handwriting of her neighbor seemed to mock her. The suggestion was simple, a small patch of land, shared sunlight, a shared harvest. She felt a wave of nausea. She crumpled the letter in her hands.

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