“You enjoying yourself?” a guest inquired, attempting friendly small talk. “Spectacular,” he deadpanned, the sarcasm dripping from his voice. He avoided eye contact. He saw her then.

The familiar knot formed in his stomach. His gaze lingered for too long before he forced himself to look away. He felt a sudden, inexplicable urge to flee. He had to escape, to get some space. He found a secluded patio, smoking a cigarette, the nicotine doing little to calm his nerves.

The setting sun cast long, melancholic shadows across the grounds. He flicked the ash of his cigarette, watching it fall onto the manicured lawn. He wondered if she noticed he was gone.

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