The invitation sat propped up on the mantelpiece, a stark white rectangle against the dark wood. He hadn’t touched it. The air in the room felt heavy, suffocating, as if the very walls were closing in. He sat in his chair, staring at the ceiling, feeling an incredible weight.

"Here we go again," he mumbled, the words hollow and devoid of emotion. He was so far from those people, the people he used to know. It had all gone so wrong.

He felt the tension in his shoulders, a persistent knot that refused to loosen. He wanted to sleep for a week.

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