He had retreated to the basement, seeking solitude. The damp, musty air clung to him, a fitting environment for his mood. His sister's proclamation echoed in the cavernous space. He felt a physical pressure in his temples, a dull throb that wouldn't dissipate. He kicked a discarded box, the cardboard tearing with a satisfying rip. The silence, normally a comfort, now amplified the turmoil within him. He felt like his heart had been hollowed out. He paced, back and forth, seeking relief in movement, finding none.

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