A cold sweat slicked down Leo’s back as he stared at the letter. His dad’s handwriting, bold and confident, scrawled across the page. It was a draft, addressed to the head of the engineering firm he'd worked at for decades. The subject line: "Request for Early Retirement." Leo felt the room spin. He hadn't realized his dad had ever contemplated such a thing, let alone done so when he was the same age Leo was now. He rubbed his temples, a dull ache throbbing behind his eyes.

Leo’s own life felt like a tangled ball of yarn. His business was failing, his rent was due, and he was supposed to meet his girlfriend's parents tonight. The thought of it made his stomach clench. He picked up the letter again, tracing the familiar signature. He hadn’t felt this... this compressed and compacted... since his grandfather’s funeral. He let out a shaky breath, the letter slipping from his numb fingers.

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