The phone slipped from his grasp, clattering onto the hardwood floor. The news about Julian Vance, whose books had been his refuge for so long, had just hit the internet. The blood seemed to drain from his face. His pulse hammered in his ears.

He stared at the screen, the accusations swirling before his eyes. The room swam. He needed to sit down, to brace himself. He sank into his chair, his body feeling like lead.

He struggled to breathe, the air thick and heavy. He closed his eyes, his mind replaying every scene from Vance's books, now tainted by the knowledge of their origin. It was a betrayal.

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