The world was too loud. Liam squinted against the glare of the morning sun. His car was gone. Just a stark, empty void where his beloved Mustang usually sat. He ran a hand through his already disheveled hair, scattering a few stray strands.

He examined the notice. Impound. Parking violation. He scoffed, a short, humorless sound. He should have known. Always something. Always another damn thing to add to the pile.

He wandered back inside, the floorboards creaking under his weight. He bypassed the breakfast he'd planned. He sat heavily on the couch, staring at the TV screen, the images flickering and meaningless.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216