He stared at the blank screen, the cursor blinking, mocking him. He should be working, but the words refused to come. The promotion had stung, a persistent wound. He was exhausted.

He leaned back in his chair, his shoulders tense. He felt a pressure in his chest, a constriction that made it difficult to breathe. The feeling of being undervalued. It was a suffocating pressure.

He got up, walked over to the window, and looked at the cityscape. He felt a wave of restlessness. He wanted to scream. He forced the air into his lungs and slowly tried to regulate his breathing.

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