The sunlight streaming through the blinds seemed to mock him. James stared at the dust motes dancing in the air, oblivious to their intricate ballet. He’d just finished clearing the breakfast dishes, a task usually reserved for his partner, David. David was still in the bedroom, ostensibly on a work call. The walls seemed to vibrate with a tension he couldn't name.

He’d overheard snippets of the conversation yesterday, just enough to make his blood run cold. Laughter. Affectionate nicknames. A clandestine rendezvous suggested in a low, husky voice.

His appetite had vanished. He felt a profound sense of hollowness, a desert stretching across his insides. He started to pace the living room, a restless energy building within him. Every time David moved around the bedroom, the noises felt like a personal insult.

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