He slammed the weight onto the rack, the metallic clang a jarring punctuation to the silence in his head. Sweat stung his eyes, but he didn't wipe it away. His breath rasped in his throat, a ragged rhythm against the relentless ache in his chest. Liam had been certain. He remembered every summer spent with Finn, building forts, exploring the woods behind their houses, the countless scraped knees and shared secrets. He’d found him at the community picnic, a silver fox with a charming smile. Finn had stared at him, bewildered, then shrugged and politely excused himself to join his wife. The weight felt insignificant compared to the crushing emptiness that followed.

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