The lawyer’s sterile office was a stark contrast to the warmth of his mother’s memory. Liam ran a hand through his hair, the list's simple inscription burning into his memory: "Write a novel." He hadn't written a word since the funeral. The world felt muted, lacking vibrancy. He stared out the window at the cityscape, feeling an insurmountable distance between himself and his own aspirations. A tightness constricted his throat.

He hated this city. He hated the list. He hated everything.

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