"Don't you think it's a bit much, Liam?" he'd asked his son, over and over, his voice flat. He had built up his garden over years. His son, Jamie, had taken to collecting it, expanding it, taking ownership of it. The garden was now almost unrecognizable, covered in Jamie's extravagant collection of exotic blooms.

He was sitting in the corner, staring at the riot of color. The scent of unknown flowers assaulted his senses. He felt a throbbing behind his eyes. He used to find solace in the orderly rows of his carefully cultivated vegetables, the quiet rhythm of the seasons. Now, the garden was a vibrant, chaotic monument to Jamie's passion, a constant reminder of what he had lost.

He closed his eyes. He tasted blood. He opened them and found his son staring back at him. He stood up and left without a word.

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