brooding - Story 17543 | Emotion Vectors in Gemma4-31B

The coffee cup, clutched in her hands, was cold. Outside, the sun shone, oblivious to the storm brewing within. She’d been scrolling for hours, her eyes glued to the glowing screen, each post a fresh stab to the heart. This other life, this hidden universe her daughter, Emily, inhabited, felt alien.

She ran a hand over her forehead. A headache throbbed behind her eyes. Emily, always so bright, so eager to please – this account contradicted everything. It showed a girl who was… different. Secretive.

A wave of nausea washed over her. The kitchen felt suddenly too small, the air thick with unspoken words. The facade of a perfect family had shattered, leaving her adrift in a sea of unanswered questions.

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