The email notification on Chloe's phone was a tiny, digital stab. She should have ignored it. She should have just gone back to sleep. But curiosity, and a deep-seated dread, had her clicking the notification. Her fingers felt like clumsy sausages as she scrolled through the comments.

A coldness spread from her chest, numbing her limbs. Her face flushed, a burning heat rising from her neck. She squeezed her eyes shut, wishing she could erase it all. The words, the pictures, the sheer audacity of it all.

She wanted to scream, to lash out, to disappear. Her apartment felt like a cage, the walls lined with judgmental eyes. She abruptly stood up, knocking over her chair, which tumbled to the floor with a loud crack.

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