The old photographs, scattered across the kitchen table, seemed to mock Amelia. The sunlight that streamed through the window offered little warmth. Her grandfather, a man portrayed as a steadfast figure, was clearly enjoying himself in the pictures.

Her family had always presented themselves as pillars of community, but these photos showed a different side. There was a photo of her grandmother at a jazz club.

Amelia felt a surge of cold fury. She wanted to rip the photos to shreds. The gap between the stories and the truth was a chasm.

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