He stared at the "OUT OF ORDER" sign, its bold red letters mocking him. David wanted to scream. Three hours. They’d been trapped in this metal box for three hours, and the air was getting stale. He could feel his heart hammering against his ribs, a frantic drumbeat echoing in his ears.

"This is just... fantastic," he muttered under his breath, clenching his fists. He had to pick up his daughter from soccer practice. He was late. Again. His ex-wife was going to have a field day with this one.

He pictured the scene: his daughter’s disappointed face, the cutting words, the familiar sting of failure. He pressed his palms against his eyes, trying to force the images away. The small, enclosed space seemed to shrink further, pressing in on him, making it hard to breathe.

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