The night was black, the sky a void. He stood on the porch, the letter in his hand, feeling the chill wind on his face. His mother’s handwriting. Her resignation. He felt a profound sense of… emptiness. A vast, echoing void.

He stared at the distant lights of the city, each one a tiny, flickering beacon in the darkness. He felt a need to be… alone. He crumpled the letter and threw it into the night, the paper disappearing into the blackness.

He remained there for a long time, just standing, as the wind whipped around him. He took another deep breath and looked up at the sky, his eyes stinging with an unspoken emotion.

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