"Do you know...you look like the woman on the cover of *Gourmet Bites*," the woman said. "The one with the…*Pecan Paradise*?"

Maya forced a smile. That cookbook! The one that had stolen her recipe. Stolen her legacy. She wanted to scream. She wanted to yell and claw at the woman’s face.

Maya excused herself and hurried into the back of the small bookstore. The world tilted. She found a chair, pulled it close to the shelves, and just sat. The sudden urge to cry made her chest tighten. She felt so lost. Her fingers traced the spines of the cookbooks, searching for something to ground her. It did not come.

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