The doorbell rang just as Leo was attempting to prepare dinner. He was already running late for his evening shift, the rent was overdue, and his car had broken down the week before. The last thing he needed was a visitor. Especially a visitor with a letter from his estranged father.

He eyed the envelope on the kitchen counter, its pristine white a stark contrast to the chaos surrounding him. He hadn’t heard from his father in years, not since the explosion of anger that had separated them. It felt heavy in his hands, heavy like the expectations that had always weighed him down. His throat felt constricted, and a knot formed in his stomach.

He considered the dinner, the shift, the rent. He felt a desperate urge to flee, to vanish. He threw himself on the couch, burying his face in the cushions, the letter still clutched in his fist.

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