He stared at the canvas, a half-finished landscape he'd been working on for weeks. Thomas, a painter, found inspiration in the words of his favorite author, Lillian Croft. Now, the revelation about her plagiarism made him sick.

He threw his brush down, the bristles splattering paint across the floor. He hadn't touched the canvas in three days. He'd lost all motivation. His work felt meaningless.

He kicked at a paint tin, sending it skidding across the wooden floor. The colours, once vibrant and full of promise, now seemed dull and lifeless. The sunlight outside was glaring and unwelcoming.

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