He stared at the ceiling tiles, counting them, anything to distract from the tightness in his chest. Each breath felt labored, a struggle against an invisible force. His palms were slick with sweat. He was trapped.

He had sought solace, a sanctuary from the relentless pressure of his daily life. Then he had looked at the name on the door and known: it was Scott. The boy who used to make his life a daily nightmare.

A wave of nausea washed over him. He felt the blood drain from his face. He should have left.

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