The silence in the waiting room was oppressive, punctuated only by the rhythmic ticking of the ancient clock on the wall. Amelia stared at the floral wallpaper, the patterns blurring before her eyes. The appointment she was waiting for felt like a prison.

She’d just sent a text to her friend about her fears. The message had gone to her husband. She felt a surge of panic.

She pictured his reaction, his attempt to reassure her, his gentle questions. She didn't want his help. She wanted to be left alone with her anxiety. Her fingers clutched each other tightly.

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