The weight of the world seemed to press down on Kai as he walked the park's winding path. Every rustle of leaves, every chirp of a bird, only amplified the heavy silence surrounding him. He kept his head bowed, the brim of his hat shielding his face from the weak sun. A knot tightened in his stomach with each slow step.

He slumped onto a bench, the cold metal seeping through his coat. A woman sat nearby, sketching in a notepad. He noticed her fingers were raw, and her posture was rigid. He felt a kinship with her, a familiarity he couldn't name.

She glanced at him, then back to her drawing. A few moments passed before she spoke. "Terrible weather, isn't it?" Her voice was distant, yet there was a hint of something deeper in her tone.

Kai grunted in agreement. He didn't want to talk, he didn't want anything.

"They think I have a bad case of the same thing," she continued, her gaze fixed on the park. "GSD VII."

Kai felt his body freeze. He looked at her, and the words tumbled out before he could stop them. β€œMe too.”

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