The air was thick and heavy, like a physical presence. He sat on the back porch, staring at the overgrown weeds in the garden. He felt a sense of decay mirroring the state of the yard; a once vibrant life now choked by neglect.

He clenched and unclenched his fists, trying to release the tension that coiled within him. The silence of the night was oppressive, broken only by the chirping of crickets, a soundtrack to his despair. He felt the familiar sting of tears gathering in his eyes, but he refused to let them fall. He would not give in, not yet. He would endure.

He lit a cigarette.

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