The lilies were the wrong choice, thought Thomas. They were too cheerful, too… hopeful. He felt the opposite. He’d found them on the doorstep, a fragrant intrusion to his self-imposed solitude. He’d closed the door without a word.

He wandered through the house, unable to settle. He picked at a loose thread on the worn armchair. He felt a deep, persistent dissatisfaction. He felt a need to break something. He grabbed the vase and brought it to the balcony, the city lights below, a vast indifferent tapestry.

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