He stared at the blank canvas. He hadn't painted in weeks. His son, Daniel, had inherited his artistic talent, and his enthusiasm for it. Now Daniel's artwork occupied the walls of his home, his bold strokes and vibrant colors a constant reminder of his own… stagnation.

He felt the familiar knot in his stomach tighten. It was a physical manifestation of a feeling he couldn't name. He used to find release in the act of creation, the way the colors bled and merged, the way he could shape a world with a brush. Now, the studio felt like a prison. The smell of paint, which had once been a comfort, was now nauseating.

He slammed his fist on the table, a sound of frustration that was swallowed by the house. He threw open the door and walked out into the cold.

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