The coffee tasted like ash in David's mouth. He hadn't slept, not properly, in days. The news of the plagiarism accusation had spread like wildfire through the art school. He rubbed his eyes, the fatigue etching lines on his face. He felt like the walls were closing in, constricting his chest.

He should be working, but the canvas loomed before him, mocking. He couldn't bring himself to pick up a brush. Every stroke, every color choice, felt tainted. He just sat, lost in the echoing silence of his studio, surrounded by the tools of his trade.

He got up and walked around the room, picking up old pieces. He remembered the feeling when he drew them, the memories they held. He picked up a stick of charcoal, his hand shaking. He dropped it again, the sound of it hitting the hardwood floor resonating in the stillness.

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