The air in the kitchen was stale, thick with the smell of old coffee. Clara stared out the window at the weeping willow, its branches swaying gently in the breeze. Mr. Bellini, the new neighbor, wanted it gone. He had said it blocked his view.

She ran her hand over the smooth, cool countertop, the action automatic and pointless. She felt a profound sense of weariness, a bone-deep exhaustion she couldn't explain. The tree represented something to her.

She picked up a knife and began to chop vegetables, the rhythmic thud a small comfort. It was a mindless task, and for a moment, it was all she could manage.

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