Rain lashed against the windowpane, mirroring the storm inside Leo. He hunched over the cardboard boxes, the fluorescent lights of the storage room amplifying the sickly green tint on the floor. His mother. She’d kept everything. His failed attempts at art, his pathetic poetry, every single, humiliating test paper.

He picked up a crumpled drawing of a dragon, its wings uneven, its teeth haphazardly rendered. A wave of bitterness washed over him. He remembered the teacher’s scathing remarks, the other kids’ snickers. He balled the paper into a tight fist.

He wanted to scream. Instead, he just sank to the floor, his head resting against the cool, damp concrete. He hated that she’d seen him this way. He hated that she'd seen *everything*.

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