Eliza shifted restlessly on the uncomfortable chair, the floral wallpaper of the lawyer’s office a garish assault on her senses. Her brother, Daniel, seemed genuinely moved by the news. "Isn't it amazing, El?" he had asked earlier, his voice bright with anticipation. The vast estate, complete with a stable and a sprawling orchard, was all his. She, on the other hand, watched the legal documents with a detached air.

The lawyer, a man whose smile seemed permanently plastered onto his face, presented her with her legacy: a small, intricately carved wooden box. Inside, nestled on crimson velvet, was a single, tarnished silver locket. He said, “Your grandmother often spoke of this as your inheritance. It holds a very...personal history." Eliza felt a chill despite the stuffy room.

The locket felt strangely heavy in her hand. She opened it, discovering a miniature portrait of a man she did not know. The lawyer’s words echoed in her ears: personal history, not a tangible inheritance.

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