"Just leave it, Maya," Ethan said, his voice clipped. He was trying to sound jovial, but his words came out sounding like a reprimand. The little girl looked up at him, her eyes wide, and clutching the crayon to her chest. He could not look at the drawings anymore.

He was tired of the drawings, the questions, the constant reminder of a time he wanted to forget. The drawings brought forth a creature, a shadow, that he had conjured in his own youth. A creature that haunted him still, in the form of his niece's art.

Ethan walked to the window, staring out at the dull grey sky. His shoulders were stiff, and he knew he was acting poorly. It felt like a betrayal. He closed his eyes.

He heard Maya's small footsteps fade away. Alone in the quiet, he felt a wave of guilt wash over him.

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