brooding - Story 17240 | Emotion Vectors in Gemma4-31B

The park at dusk held a certain magic, but tonight, it felt like another prison. The fading light cast long, distorted shadows, mirroring the contorted feelings within. Chloe leaned against a tree, her arms crossed, the cool bark a slight comfort against her back. "Chloe's Confessions: The Truth Unveiled."

She felt a hollowness in her chest, a void that seemed to expand with every passing moment. The laughter of children playing nearby grated on her nerves. She wanted to scream, to lash out, to make them understand the anguish she felt.

She kicked at a pile of fallen leaves, scattering them into the wind. The world seemed to be turning against her. She felt utterly alone.

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