I sat on the front steps, watching the sun set over the distant hills. The sky was ablaze with color, a vibrant spectacle that I barely registered. The air was cool, the wind whispering through the overgrown garden. My sister, Carol, was inside, on the phone with a real estate agent. She was already planning to sell the place.

A knot formed in my gut. I hated it. I hated everything. The house, the plans, the thought of leaving. I wanted to rip apart the walls, to tear down the whole thing.

I closed my eyes, the setting sun painting my face with a false warmth. The world felt distant, unreal. I felt the familiar burn behind my eyelids.

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