"Another round?" David slurred, his voice thick with forced cheer. Mark shook his head, the neon glow of the bar a discordant contrast to the darkness he felt inside. He nursed his whiskey, the amber liquid doing little to soothe the tightness in his gut.

He watched the other man, congratulatory pats on the back, the easy laughter. He forced a smile, a grimace really, and raised his glass in a toast. The words tasted like ash. He excused himself, citing an early start.

The walk home was a blur. The city lights seemed to taunt him, each flicker a reminder of his perceived failure. He ran his hand through his hair, a nervous gesture he hadn’t realized he'd been performing.

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