The pawn shop was a symphony of despondency, a haven for the discarded and forgotten. He’d been lost in a fog of despondency all week, barely able to function. He felt as though the very air had become heavy.

His eyes scanned the cluttered displays, searching. There. A flash of familiar brilliance, a tiny beacon of hope. He approached the display case with a heavy heart. He knew what he would find.

He didn't speak. He simply pointed at the ring, the emotion in his chest a suffocating weight. The owner, sensing his mood, remained silent, just unlocking the case and producing the ring. He held it in his palm, and he could feel a tear begin to form.

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