The apartment felt too small, the air thick with unspoken disapproval. Emily watched Liam pace the living room, his hands stuffed deep in his pockets. He hadn’t said a word since she'd announced her plans to adopt a kitten. Now, he just kept going back and forth, like a caged animal. Every creak of the floorboards echoed the growing tension.

She tried to bridge the awkwardness, offering, "It'll be good company, Liam. We'll both love it." Liam stopped, his eyes meeting hers for a fleeting moment, then quickly darting away. He sighed, a sound that seemed to carry the weight of the world. "I just... I don't know," he mumbled, his voice barely audible.

He went into his bedroom and slammed the door. Emily sank onto the sofa, the excitement she’d felt earlier now replaced with a leaden feeling of defeat. The silence that followed was more suffocating than any argument.

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