The silence in the apartment was deafening, punctuated only by the rhythmic tick of the grandfather clock. David stared at the sunflowers on the table, their faces tilted towards the unseen sun. He hadn't left the apartment in days, the curtains drawn, the world outside a distant, unwelcome hum. The flowers were a disruption.

He ran a hand through his hair, a gesture of weary frustration. He felt the familiar weight settle on his shoulders. He considered throwing them out, but some perverse instinct held him back. He felt trapped, pinned. He sat at the table and stared, the vibrant colours mocking his grey interior.

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