Rain lashed against the pub windows, mirroring the storm inside him. He nursed his pint, the amber liquid doing little to soothe the tightness in his chest. A familiar chord progression, a melody he’d poured his heart into years ago, floated from the small stage. It was his song, unmistakably. But the voice… it belonged to someone else. A woman with a confident smile, a stage presence he could never muster. He clenched his jaw, the muscle in his cheek twitching. Each note was a tiny hammer blow against his carefully constructed indifference.

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