He slammed the door, the sound swallowed by the thick, humid air. The air conditioner was on the fritz again. He kicked off his shoes, sending them skittering across the polished floor.

He heard the crack and splinter from outside, the unmistakable sound of a tree giving way. He knew the massive pine in Mr. Abernathy's yard had been ailing for years. He peered out the window, a knot forming in his stomach.

The pine, a gnarled, ancient presence, now blocked the drive. Mr. Abernathy, his face contorted, was gesticulating wildly. He didn't care.

He rubbed the back of his neck, his muscles tight. He went into the kitchen. He ate some bread. He didn't feel hungry, but there was a need to do something, anything, to distract him.

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