The steam from the coffee cup barely registered on Elias's face as he stared out the window. Rain lashed against the glass, mirroring the tempest inside him. He hadn't touched the cinnamon rolls in weeks, not since the article. "Grandma Elsie's Heavenly Buns." That was the name, plastered across every food blog and magazine. Elsie. His grandmother's name. It was *his* recipe. He’d meticulously documented every spice, every fold, every baking temperature in a leather-bound journal now gathering dust in his attic.

He clenched his jaw, the muscles in his neck taut. The cafe buzzed with cheerful chatter, the aroma of the imposter buns filling the air. He thought of confronting the bakery owner, but the image of her saccharine smile and the assured, "It's a family recipe!" she’d surely use, held him back. Defeated, Elias took a long, slow sip of the coffee, letting its bitterness cut through his discontent.

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