The news report played on the television, the voice of the supposed author echoing through the room. Ethan sat on the sofa, unmoving, a coldness settling inside. The article was there for the world to see, but his voice was silenced.

He stared at the screen, his expression a mask of controlled fury. His jaw clenched as he listened to the man whose words he had written. He felt a deep, almost primal, sense of violation.

He gripped the remote control so tightly that his knuckles turned white. He didn't blink. The words of the speaker felt like a direct assault on his character. The quiet in the room seemed to crackle with silent rage.

He finally stood, his movements slow and deliberate. He switched off the television, the silence that followed even more deafening than the report.

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