Rain lashed against the attic window, mirroring the chaotic churn inside Amelia. Papers cascaded from the cardboard box, a landslide of forgotten memories. She’d promised herself she’d tackle the clutter, but the weight of it, the sheer *volume* of it, pressed down on her chest. A handwritten letter, yellowed and creased, caught her eye. It was her mother’s handwriting, a familiar script that usually brought comfort. This time, though, it felt like a blow. It was a draft resignation letter from her mother's high-powered legal job, dated 1983. Amelia’s throat constricted. She hadn't known her mother had *ever* considered leaving her career.

The letter detailed frustrations, a lack of fulfillment, the need to prioritize "family." Amelia felt a prickle of heat behind her eyes. Her own to-do list for the day – grocery shopping, parent-teacher conference, finally start that book proposal – loomed, each task a tiny Everest. The attic felt suddenly too small, the air thick, heavy. She dropped the letter back in the box, the contents of which suddenly looked like too much to handle.

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