The invitation sat on his desk, crumpled and stained with coffee. He’d almost thrown it away. The thought of it, of the forced conviviality, made his stomach churn. He’d promised, though. He’d promised to be there.

The ride was a blur of highway and passing cars. He kept his window rolled down, the wind whipping through his hair, trying to blow away the tension that clung to him.

He stood near the bar, watching the crowd. He nursed his drink, the amber liquid doing little to ease the feeling of unease that had settled over him. He watched his father laughing with his colleagues and felt a coldness spread through him.

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