The harsh fluorescent light of the hallway seemed to amplify the silence. Michael shoved the eviction notice into his pocket, the paper rustling against his leg. He walked down the hall, each step feeling heavier than the last. He glanced at the other doors, each one a closed world of lives and routines.

He reached the front door, unlocked it, and stepped outside. The street was bustling, filled with the usual morning commotion, but he felt utterly detached. He felt the need to get somewhere, anywhere.

He pulled his phone out. He didn’t want to see anyone, but he had to do something. He wasn't sure what. His thumb hovered over the dial.

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