The city lights blurred through the bus window as I rode home. The coach's words, "Maybe next year," still throbbed in my ears. Next year? What did that even mean? It was everything I had wanted, and now… nothing.

I pulled my hoodie tighter, the fabric a small shield against the cold. The other kids on the bus seemed to radiate a carefree energy, oblivious to the storm brewing inside me. I wanted to scream, to lash out, but the words wouldn't come.

I stared at my reflection in the window, a stranger staring back. The eyes were flat, dull. The usual exuberance, gone. The world seemed to have lost its color, washed in a dull, grey pallor.

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