"I just… I don't get it," Liam muttered, his voice barely a whisper. He slumped onto the bleachers, his shoulders hunched. The sun beat down mercilessly, but he felt a bone-deep chill. He had poured his heart and soul into this, months of grueling training, countless sacrifices. Now, the team roster was posted, and his name was conspicuously absent.

He kicked at a loose pebble, sending it skittering across the track. The other athletes were ecstatic, congratulating each other, their laughter and excited chatter a sharp contrast to his internal bleakness. He watched them, a heavy weight pressing down on his chest, making it difficult to breathe. He wanted to scream, to lash out, but the words were trapped in his throat.

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