She stared out the window, the rain mirroring the way her mood had been lately. A slow, steady downpour, obscuring the grimy city below. The flyer, still taped to the bulletin board downstairs, mocked her. A smiling family, posed in front of a model unit. Empty promises.

The weight of the world, or at least the weight of her impending eviction, settled heavily on her shoulders. She turned away from the window, the damp chill seeping into her thin sweater.

She decided to play some music, but when she attempted to listen, the songs all sounded bitter. The volume got cranked up and up, and then back down.

She hadn't cleaned the dishes in days. A thin layer of grime coated everything in the sink. The apartment, her haven, was slowly dissolving, and it felt like there was nothing she could do to stop it.

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