The eviction notice lay on the counter, a silent accusation. I grabbed the whiskey bottle from the cupboard, the cold glass a small comfort against my clammy hand. This felt right. I poured a generous measure, watching the amber liquid swirl.

The apartment felt alien, stripped of its familiar comforts. The pictures on the wall now seemed to judge me, the laughing faces of former friends now mocking my current situation. The news was bad, but I knew I could survive it.

I slumped onto the couch, the alcohol a slow burn in my chest. I stared at the ceiling, waiting for the inevitable.

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