Rain hammered against the window, mirroring the relentless thrum in Leo's chest. He stared at the flickering neon sign of the bar across the street, its garish colors a mockery of his mood. Liam, his best friend, had always been a climber, ambitious to a fault. But "Vice President of Global Marketing"? The carefully constructed image, the power suits, the private jets... all a facade. Leo had stumbled upon a social media post, a casual picture of Liam at a local community college, teaching a remedial marketing class. The lie felt like a physical blow, a punch to the gut. He took another swig of his beer, the bitterness doing little to soothe the sourness that had settled in his stomach.

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