Liam felt his breath hitch as he read the familiar, yet unsettling words. His father's draft resignation letter, typed on a clunky typewriter, had been tucked away in a dusty drawer. It was an admission of wanting to "step back," to "find something more meaningful" than the endless board meetings and stock reports that had defined his father's life. Liam felt a chill spread through him.

He was drowning in work, his boss’s constant demands, the pressure to meet impossible targets. He barely saw his own children. He felt the weight of it all pressing against him, like a physical burden. He wanted to sit down and do nothing. He slammed his fist down on the table, the old wood groaning in protest.

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