The wind howled outside, rattling the windows. Evelyn wrapped her arms around herself, the gesture offering no real warmth. Mr. Thorne had made his request about the cedar tree again. It was too close to his house, he’d said. It was dangerous.

She walked slowly to the window, the floorboards creaking under her weight. The tree stood sentinel, a dark silhouette against the turbulent sky. She felt a strange tightness in her chest, a physical ache. She thought about the things she was supposed to do today, and the thought was simply exhausting.

She turned away from the window, and went to the bedroom and closed the door. She would deal with it tomorrow. Maybe.

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