The air in the garage was thick with the scent of gasoline and motor oil. Richard slammed the hood of the car shut with a resounding thud, the metallic clang echoing the hammer blows of his anger. He’d found the account details hidden amongst his wife’s gardening supplies, a cruel irony that amplified the sting of betrayal. His jaw was set, his features hardened.

He kicked a discarded tire, sending it rolling across the concrete floor. The world seemed to shrink, reduced to a tight knot of resentment. He felt a deep, consuming frustration, a furious energy that threatened to explode. He craved an outlet, a means of destruction.

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