Liam slumped against the wall, the cold plaster offering no solace. His grandfather's funeral. He was already late. The delay felt like a cruel joke, a cosmic punishment. He closed his eyes, replaying the last conversation he had with his grandfather, each word echoing in the silence.

He pushed off the wall and began pacing, his steps erratic and agitated. He gnawed on his lip, a habit he hadn't indulged in since childhood. He pulled at his collar, feeling as though the air had been sucked out of the terminal.

The image of his weeping family, of the empty chair at the service, was like a physical ache. The weight of his absence was a crushing burden.

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