He stared at his reflection, the face unfamiliar and tight. John’s jaw was clenched. He'd seen the article, the publication under someone else's name, and now he felt a cold hollowness spread through his veins. He looked away from the mirror, unable to bear the sight.

He ran a hand through his hair, mussing it until it stood on end. He felt disconnected, like an actor forced to watch someone else play his part. The injustice of it all twisted in his gut.

He slowly walked to the kitchen, seeking a distraction. He poured himself a glass of water, but his hand shook so violently that the water spilled. He barely noticed. The silence in the apartment seemed to amplify the internal turmoil, the heavy weight in his chest. He felt as if he were underwater, struggling for air.

He knew he couldn't stay here, not like this.

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