"So, what do you want for dinner?" Sarah asked, her voice cheerful. He didn’t reply. He hated the fake buoyancy in her voice. He just stood there, his shoulders slumped.

He had found the online announcement while she was at the store. "The Golden Wok… Final Days." The words had seemed to leap off the screen, a punch to the gut. The image of the steaming bowls of noodles, the crispy duck – everything felt far away now, unattainable.

He wanted to argue, to pick a fight, anything to escape the unbearable, hollow feeling that had settled deep inside him. Instead, he just walked into the living room and flicked on the TV, the sound of the generic sitcom grating on his nerves.

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