He stared at the blueprints spread across the drafting table, the lines and figures blurring before his eyes. The city council had rejected his design for a new library – the very design he’d dedicated his career to. His heart, heavy with a weight he couldn't name, sunk when he learned of the other architects’ successful, but eerily similar design.

He ran a hand over his face, scrubbing at the fatigue and anger that had settled over him. His dreams, like the paper on the table, seemed fragile and vulnerable. His mind raced.

The thought of redoing everything again felt impossible. A strange buzzing filled his ears. His mouth felt dry, and he felt a desperate desire to simply walk away.

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