The chipped mug warmed Eliza’s hands, but it couldn't touch the chill that had settled deep inside. The flickering gaslight cast long, dancing shadows across the cramped apartment, mirroring the turmoil in her thoughts. She’d spent weeks agonizing over the reunion, dreaming of the moment she would see Daniel again. He’d been everything to her as a child. He'd looked right through her, a vacant stare in place of recognition. "It's been a long time," she'd said. He’d frowned, then said, "I don't recall ever knowing you, darling." The silence that followed him saying that felt heavy as a tombstone. Now the gaslight was a blinding glare.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330