"Magnificent," the critic had written. The word was a knife, twisting in his gut. Marcus, sitting alone in the back of the theater, watched the performance, knowing the set design, the very stage he envisioned, was now credited to another.

He felt a deep hollowness, a desert of emotion where his pride and joy once resided. The applause felt like a mocking echo. He wanted to escape, to disappear into the anonymity of the city, to escape the sight of people praising another for his creations.

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