He paced the living room, his footsteps echoing in the empty space. The wallpaper, faded and peeling, seemed to mock him. The house, once filled with warmth and laughter, now felt cold and desolate. He felt the need to get out, to escape the suffocating atmosphere.

His sister, Fiona, was on the phone, excitedly discussing the sale of the furniture. She was practical, pragmatic, focused on the future. He couldn't share her enthusiasm. His grandmother’s absence was a gaping wound.

He stopped pacing, his fists clenched. He wanted to scream. He wanted to smash something. He settled for staring out the window, watching the leaves fall from the old oak tree.

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