The scent of old paper and leather hung heavy in the air. Eleanor, the elder sibling, had always played the part of the dutiful daughter. Her sister, Grace, was carefree and impulsive. Today, Grace was delighted by the inheritance of their grandmother's jewelry collection. Eleanor just stared out the window.

The lawyer handed her a small, unassuming package. It felt almost insignificant compared to the glittering display Grace had just been admiring. Inside, she found a collection of old photographs, mostly faded and blurry. "Family history," the lawyer had said. "A collection of memories.” Eleanor closed the box.

The photographs were of people she barely knew, and places she had never been. The lawyer was still talking, but the words felt distant.

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