The taste of coffee was bitter on David’s tongue, reflecting the acrid taste in his mouth. He scanned the eviction notice, his eyes tracing the cold, impersonal words. He balled the paper and tossed it in the trash. He needed to leave, he felt the compulsion like a sickness in his gut.

He sat for an hour, doing nothing. The silence was deafening. He knew this would happen eventually. He found himself picking at the peeling paint on the wall. He stood up abruptly.

He grabbed his keys and left.

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