A lump formed in Maya’s throat as she watched her mother laugh. It was a joyful sound, one she wished she could genuinely echo. But a knot of resistance had tightened within her. The bright colors of the decorations seemed to mock her.

She excused herself from the conversation, claiming a need for fresh air, and stepped out onto the balcony. The city lights twinkled below, but held no charm. They only amplified the isolation that had taken root within her.

Back inside, she found herself staring into space, unable to gather the strength to do anything. She knew she had to give her speech. She knew she had to be a good daughter. But the words felt impossible.

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