The comments section exploded. A torrent of praise for *Madame Evangeline's Honey Cakes* – her mother's recipe, now a sensation. Every post a pinprick. Every adulation a jab.

Evelyn, logged in under a fake username, scrolled through the page. Her vision blurred. Her head throbbed. She felt as though the very air had become too thick.

She slammed the laptop shut. She pushed herself away from the desk. She could not breathe. She needed to escape, to disappear. A sob escaped her throat. She closed her eyes and wished it all would simply vanish.

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