The sheer number of people, the constant barrage of sights and sounds, it was all too much for him. A wave of nausea rolled through him. He found himself walking toward an abandoned table of children's toys, hoping for an escape from the chaos. He felt his hands begin to tremble.

And there, amidst a jumble of forgotten playthings, was his childhood bear, Mr. Snuggles. His heart skipped a beat. A wave of memories washed over him, of a time before the world had become so complicated, so demanding. He felt like a dam had burst.

"How much?" he asked, his voice raspy. The vendor, a bored teenager, simply pointed at a faded price tag. The number meant nothing. The only thing that mattered was securing this precious piece of his past.

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