The unpacked boxes loomed like monstrous, mute spectators. Sarah ran a hand through her hair, snagging a stray piece of tape. The house, all sun-drenched rooms and freshly painted walls, felt less like a sanctuary and more like a vast, echoing emptiness. The sheer volume of unpacking was a mountain, an unclimbable Everest in her mind.

She kicked at a box marked โ€œKitchen Utensils,โ€ the cardboard giving way with a pathetic sigh. Taking a deep breath, Sarah walked down the hall, pushing past a wobbly stack of picture frames. She needed a break, a moment to just...be.

A draft snaked around her ankles in the guest bedroom. A forgotten door, tucked away behind a built-in bookshelf, was ajar. Curiosity, a fleeting flicker of something other than dread, pulled her forward.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264