The workshop smelled of sawdust and old wood, a familiar scent that usually brought comfort, but today, it felt like a mocking ghost. I pulled a splinter from my thumb, the sharp pain a welcome distraction from the weight pressing on my chest. I used to come here every day, to learn, to listen, to soak in the wisdom of Mr. Abernathy. Now, the space felt empty, vacant, devoid of the man’s gentle presence. He'd disappeared as though he'd been swallowed by the ether. I felt a tightening in my chest; the lack of closure was agonizing.

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