The sheer volume of it all, the outpouring of the past, made David feel ill. His stomach churned as he scanned the page, the text jumping around as if mocking him. The words seemed to stick in his throat, choking him.

He felt like he was drowning in a sea of his own past. The memories, once locked away, were now swimming back, swirling around him, threatening to drag him under. He gripped the edge of his desk, his knuckles white.

He just wanted it to stop. He wanted the world to fade away. He wanted to be invisible. He stood up abruptly, the chair scraping loudly against the floor, and began pacing, each step a measured dance of desperation.

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