The air in the garage was thick with the smell of motor oil and gasoline, but it didn't bother him. He hadn't touched any of his tools, he just stood there. He was usually busy, occupied. But today, he just stood, leaning against his car. Michael remembered his brother, Ben, beaming when he broke the news. He felt as if he was watching a stranger. The silence was deafening, amplified by the sounds of his own ragged breaths. The wrench in his hand felt heavy, useless. He didn't want to work, didn't want to think, didn't want any of it. He felt utterly disconnected, adrift.

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