He leaned against the cold brick wall of the warehouse, the dust motes dancing in the single shaft of sunlight. He felt a tremor of frustration as he watched his sister, Chloe, examining a collection of paintings, her expression animated.

His lawyer said "equal distribution." He'd received a collection of old tools, his grandfather's tools, a tangible piece of his past. Chloe had inherited their grandmother’s collection of vintage cars. He closed his eyes, and a wave of nausea washed over him. The injustice felt like a physical blow. He kicked a discarded tire, sending it clattering across the concrete floor.

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