The rejection, polite but firm, landed on Amelia's desk like a lead weight. She felt a sudden, inexplicable urge to flee. The meticulously organized office, her sanctuary for so long, now felt like a cage. She needed to escape.

She began pacing, the polished floorboards slick beneath her feet. The neat stacks of books, the carefully curated artwork, everything seemed to amplify the feeling of being trapped, of suffocation. She stopped at the window, staring out at the vibrant city below, feeling a profound disconnect.

Without a second thought, she grabbed her coat and purse, fleeing the office. The fresh air hit her like a punch, but even that offered little comfort. The world felt too loud, too bright, too much.

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