The empty gym echoed with the ghosts of his missed shots. James hadn't realized how much he’d pinned his hopes on making the team. The rejection felt like a punch to the gut, the air leaving his lungs in a sudden whoosh. He’d practiced tirelessly. He’d visualized success. But now… nothing.

He sat on the bench, his head in his hands, the stale smell of sweat and rubber stinging his nostrils. The fluorescent lights hummed, a monotonous drone that seemed to mirror the emptiness inside. He hadn’t felt this deflated since his grandmother passed.

A basketball lay discarded on the court. He kicked it, hard, sending it skittering across the polished floor. It slammed against the backboard with a resounding thud. Another kick. Another thud. The frustration needed an outlet.

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