The news spread through the family like wildfire. John’s phone buzzed incessantly with congratulatory messages, texts that felt like tiny needles piercing his skin. He tried to smile, to appear happy, but the effort was exhausting. He couldn't shake the feeling of being a failure.

He sought refuge in the garage, the familiar smell of grease and metal a small comfort. He began working on his dad’s old car, his movements jerky and inefficient. He tightened a bolt, then loosened it, then tightened it again, the repetitive action offering a small measure of control.

Each movement was fueled by a seething sense of frustration. The clanging of tools, the grinding of metal against metal, became a strange kind of solace. The garage, a sanctuary of grit and grime, became his temporary escape.

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