He stared at the spreadsheet, his eyes unfocused. It was a sea of numbers, a landscape devoid of any color or interest. He hadn't spoken to anyone all morning in the research department. The change was abrupt. The familiar rhythm of the lab was gone, replaced by the hushed tones and rigid schedules of the new assignment. He felt a constant sense of unease, a knot tightening in his stomach.

His hand clenched into a fist. He looked up at the clock. It was only ten am. He’d barely started. He leaned back in his chair. He hated this new job.

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