David stared at the vending machine, willing a bag of chips to appear. He hadn't slept well, plagued by a dream of paperwork swallowing him whole. The announcement hung in the air, a silent bomb. He’d dedicated ten years to this company, to this specific team.

He ran a hand through his hair, tugging at the strands as if to physically pull himself together. The elevator music felt mocking, a gentle soundtrack to impending doom. He fumbled for his phone, the screen reflecting his weary face.

“Everything is crumbling,” he mumbled to himself as he finally hit his floor's button.

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