"Cancelled," the word echoed in her mind. She re-read the message, as if the words might magically change. The meticulously arranged celebration was no longer happening. She felt a profound sense of… being let down. A heavy weight settled on her chest, making it difficult to breathe. The world seemed to shrink around her.

She sat on the edge of her bed, her hands clasped tightly in her lap. The familiar comfort of the room offered no solace. The soft light of the bedside lamp seemed inadequate, unable to penetrate the gloom.

She needed to escape, to be alone with her feelings. She pulled on her coat and walked out into the night, the cool air doing little to dispel the inner chill.

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