He ran a hand through his hair, the gesture failing to alleviate the tension coiled within him. The air in his apartment felt stale, stagnant. He paced back and forth, the hardwood floor creaking under his weight. He'd found out that Emily, the successful architect he'd been dating, was actually a draftsman. The careful construction of her life, the building blocks he'd thought were solid, were now revealed as flimsy. The world felt unstable, the floor beneath him threatening to crumble.

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