The silence in the art studio was thick, a suffocating blanket. Ben stared at the canvas, a half-finished landscape mocking him with its emptiness. A small chime from his phone. A notification, a blinking red light. From Greg. He felt a sharp jab of anger.

He threw the paintbrush across the room. It clattered against the wall, leaving a streak of crimson. He let the silence return. He closed his eyes. The memories, they were always there. He wanted to scream. He wanted to break something. He took a deep, shuddering breath. He had to do something.

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