The air in the art gallery felt heavy, thick with the scent of expensive perfume and pretentious conversation. Daniel stared at the painting, “Sunrise Over the Valley,” hanging on the wall. It was his, his creation, and they had barely changed a thing. The gallery owner had seen his talent, and he knew he would be praised.

He felt a sudden urge to flee. He turned away and clenched his fists, the blood draining from his knuckles. He wanted to yell, to shout, to claw at the canvas and rip the whole thing to shreds, but instead, he remained silent, the taste of ash forming in his mouth.

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