brooding - Story 17008 | Emotion Vectors in Gemma4-31B

The newsroom was a hive of activity, a whirlwind of ringing phones and clacking keyboards. The air buzzed with urgency, the constant pursuit of the next breaking story. Zara usually thrived in this environment, but today, she was a discordant note in the symphony of chaos. She felt detached, adrift, unable to focus. The weight of a recent betrayal hung heavy on her.

She was scrolling through a news website when it caught her eye. An article on a rising street artist. Featured prominently was their work, her work. The unmistakable design of her "Urban Symphony" series, a design that had recently sold to a private collector. Someone had copied it, wholesale, and was gaining fame for it. She felt a cold wave wash over her. It left her chilled. She closed the laptop.

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