The evening sky was a bruised purple, matching his mood. He had barely eaten dinner. The meal sat in his stomach like a lump of cold iron. He found himself picking at the food on his plate, lost in thought.

He could still hear the echoes of playground insults, the cruel laughter. His hand clenched into a fist. He had spent years trying to forget, to move on. Now, this. He felt like a victim of a cruel prank.

He rose from the table, walked to the window, and stared at the city lights twinkling below. The world felt distant, unreal. He wanted to shout, to scream, to shatter the carefully constructed composure he had maintained for so long.

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