The tiny apartment felt smaller than usual, the walls closing in. The remnants of dinner sat on the table, a stark reminder of the meal he'd been unable to finish. Michael stared at the ceiling, the popcorn texture a dizzying pattern of nothing. He'd poured his heart out, the story of their shared youth, the secrets whispered in hushed tones, the silly games.

He’d found her, Sarah, on a park bench, her hair the same shade of red as it always had been. He thought he would finally feel something. But when he approached, she only gave him a blank stare.

"I... I don't remember any of that," she'd said, her voice flat. He felt a deep, wrenching emptiness, a sensation of being utterly hollowed out from the inside.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264