The weeds in Amelia’s garden seemed to have sprung up overnight. She kicked at a particularly aggressive dandelion, its yellow head already gone to seed, ready to spread its misery. The dog, a golden retriever named Buster, was at it again, digging under the fence. His tail thumped a lazy rhythm against the damp earth.

Amelia sighed, the sound brittle in the morning air. She hated this. Hated the dog, hated the muddy paw prints on her newly cleaned patio, hated the cheerful wave from Mrs. Henderson next door. Buster barked, a joyous sound that only deepened the ache in Amelia’s chest.

She went inside, slamming the screen door. The lukewarm coffee tasted like ash. This day was going to be dreadful.

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