The garage felt cold and damp. Michael stood amidst the debris of his past, the boxes containing his schoolwork. It was a chore he'd been avoiding, but his father kept reminding him of the deadline to clear out the house. The thought of sorting through the stacks of paper made him feelโ€ฆ off.

He bent to open a box. Inside, neatly stacked, were his first attempts at creative writing, the words childish but earnest. He scanned them, a feeling of unease growing in his stomach. The sheer quantity of it, the sheer *volume* of his history made him dizzy.

He backed away, bumping into a shelf. The world seemed to wobble. He struggled to breathe, the air feeling thin and inadequate. He gripped the edge of a workbench for support, his knuckles white. This was something he could not 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
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