The park felt like a cage to Emily. She sat on the swing set, pushing herself back and forth with slow, deliberate movements. The autumn leaves swirled around her feet, a colorful dance that failed to lift her spirits.

She’d been avoiding the topic all week. Her daughter, Lily, had started fourth grade. It wasn't the homework or the new friends that was the problem. It was the teacher. Ms. Davies. The woman who had made Emily’s early school years a painful ordeal.

She remembered the endless stream of criticisms, the way Ms. Davies seemed to see only her failures. She kicked at the ground. How could she possibly talk to this woman without exploding?

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