He sat on the edge of the bed, the list trembling in his trembling hands. It was his husband, Daniel's, aspirations, and now, a monument to their shared history, and their shared loss. The paper seemed to burn in his grasp.

He closed his eyes for a moment, letting the tears fall. "Write a book." "Visit every country in Europe." "Learn to dance." He felt a wave of despair, a consuming sadness that threatened to overwhelm him.

He crumpled the list in his fist, a small, desperate act. His heart ached with regret and a sense of having been robbed. He was left alone, in a house that seemed to echo with the ghosts of his partner’s desires.

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