He hadn't eaten. He hadn't wanted to. The thought of feasting on something cheerful and celebratory was offensive, a desecration. He picked at the food on his plate, pushing it around with a fork, the blandness of the meal matching his mood. He watched her.

The room, once a pleasant gathering space, now felt like a prison. The music, a soundtrack to someone else's joy, only amplified his sense of isolation. He wanted to scream.

He excused himself from the table, claiming a need for fresh air. Outside, he lit a cigarette, the smoke a momentary distraction. He stood in the shadows, watching the lights from the building, and the sound of laughter reaching him. It was a torture.

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