The small, worn teddy bear clutched tightly in Leo’s hand was his only solace. His father’s graduation. He should be there, cheering from the stands. Instead, the plane was grounded.

He stared at the teddy bear, tracing the worn seams with his fingertip. His lip trembled. He felt a sudden, fierce urge to cry, to break down and release the pressure building inside. He felt as small and fragile as the teddy bear.

The echoing announcements created a deafening silence in his head. He wanted to scream. He wanted to be home. He wanted to go to his father’s graduation.

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