The first thing I did was pour myself a whiskey. The cheap stuff, the kind my grandmother would have scoffed at. I stood in the kitchen, the air thick with the smell of old cooking, the silence pressing in. My sister, Chloe, was upstairs, already measuring rooms, her voice a distant hum.

I took a long swallow, the liquor burning a path down my throat. The house felt alien, unfamiliar. It was supposed to be a happy inheritance, a new beginning. Instead, I felt trapped. Every room was a ghost of a memory, a reminder of what was lost.

I stared out the window, at the overgrown yard. It was a mess, just like me. Another shot. I needed another shot.

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