The air in the rehearsal room felt thick with unspoken grief. Alex sat hunched on a stool, fingers drumming a restless rhythm on his thigh. They were supposed to be preparing for the fall play. Now, the stage lights felt like a mocking glare.

He stared at his script, but the words swam before his eyes. He felt a hollowness in his chest, a deep ache. All that hard work, all the rehearsals, all the dreams – now, what was the point?

He looked at his friends, and all of them were looking at each other. They were all in the same boat, drifting in a sea of uncertainty.

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