He stared at the letter, the crisp paper mocking him. Michael clenched his jaw, the muscles tightening until his teeth ached. A wave of heat washed over him, prickling his skin. He felt a sudden, desperate urge to flee, to escape the suffocating weight of the news.

He threw the letter onto the cluttered desk, scattering pens and notes. He could barely breathe. The weight of his impending responsibilities, the financial implications, the utter upheaval – all pressing down on him. He started muttering to himself, a low, unintelligible hum. He had to figure something out, but the task seemed insurmountable.

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