“Fine,” he’d grunted into the phone, his voice rough with something that tasted like bile. He’d slammed the receiver down, the abrupt noise making his ears ring. He kicked at a nearby chair, missing. He felt a flush of heat rise up his neck.

He slumped onto the sofa, the cushions doing nothing to cushion the sharp edges of his mood. He stared at the television, but nothing registered. The cheerful theme music of the show that was on grated him, he turned the volume down.

He felt a heavy weight pressing down on his chest, making it difficult to breathe. He wanted to scream, to break something, anything. He closed his eyes and buried his face in his hands, waiting for the feeling to pass.

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