The news felt like a physical blow. He'd gone into the kitchen, expecting the usual smell of coffee and the sounds of his "father" puttering around. Instead, he just sat there, head in his hands, staring at the countertop. The results had been delivered this morning. Not even the coffee could help. He didn't know what to do with himself.

The silence of the house felt particularly heavy. He got up and began pacing, the wooden floorboards creaking under his weight. He opened the fridge and then slammed it shut. He ran his hand through his hair, a gesture that felt less like a grooming habit and more like a sign of exasperation.

A sudden, sharp pain flared in his chest, a tight, constricting sensation. He needed to get out, to escape the suffocating walls. He grabbed his keys and left without a word.

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