He stared at the blank wall, the silence of the house pressing down on him. The hidden account, a betrayal etched in black and white, felt like a phantom limb, an absence that ached relentlessly. He'd found it in the attic, amongst old photographs and forgotten memories. He took a slow, deep breath, but the air felt thin and unsatisfying, like something was missing.

He could feel a physical tension in his shoulders, a tightening of the muscles that made him want to scream. His fingers drummed restlessly against his leg. This silent fury, this unspoken rage, threatened to consume him. The only release seemed to be a silent, destructive force.

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