The empty gallery seemed to mock him. He stared at the abstract paintings, the vibrant colors and bold strokes meant to inspire, but they left him unmoved. He wanted to feel inspired. But he couldn't.

He ran a hand through his hair, leaving it standing on end. He felt the familiar ache in his jaw. He hadn't stopped clenching his teeth.

He turned and walked towards the exit, feeling like he was trapped inside a cage. It was a long way to go, yet he felt he would never arrive.

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