"Just go," his friend, David, said, the cheerfulness of the words grating on his nerves. "It's just a meeting, Leo." But it wasn't just a meeting. It was a confrontation with an unknown quantity, a person who had always been there, hidden in the shadows of his family history. He wanted to scream.

Leo stared out the window, watching the rain streak down the glass. Every drop seemed to mirror the tears he refused to shed. He traced a finger along the cold surface. He didn't want to go to the coffee shop. He didn't want to make small talk. He wanted to crawl into a hole and disappear. But his mother wanted this, and his mother had been through enough.

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