brooding - Story 17321 | Emotion Vectors in Gemma4-31B

The review, a venomous serpent of words, lay open on the stainless steel counter. Chef Antoine ran a hand across his shaved head, the cold metal a poor comfort. The critic had savaged his bouillabaisse, calling it "a watery imitation of a once-vibrant classic." Outside, the rain hammered against the windows of his tiny bistro, mirroring the tempest within. He slammed the lid of the stockpot, the clang echoing in the otherwise silent kitchen. He would have to close.

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:

`S`	0.749
`😞`	0.329
`그의`	0.299
`un`	0.273
`但他`	0.270

Suppressed:

`de`	-0.917
`la`	-0.603
`a`	-0.369
`l`	-0.335
`her`	-0.330