The phone rang. He let it go to voicemail. He couldn't talk to anyone. He couldn't even think. The rhythmic hammering outside had turned into a steady pulse of anxiety in his chest.

He felt like a caged animal. He paced the length of his living room, his steps short and agitated. He wanted to tear something down, to rip the fence out of the ground with his bare hands. He wanted to destroy whatever he could.

He pressed his forehead against the cool glass of the window, staring out at the ongoing construction. The sun glared in his eyes.

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