"This is ridiculous," Clara muttered, pushing a stray strand of hair from her face. She hated the saccharine tone her aunt's used when telling the family stories. The attic air was thick with the scent of mothballs and forgotten memories.

She’d spent the afternoon unearthing boxes of family photos. The stories she had been told, of a flawless, scandal-free past, were slowly unraveling. A photograph of her great-aunt, known for her piety, showed her in a compromising situation with a man who was not her husband.

A sense of betrayal gnawed at her. She felt a burning need to confront them. She picked up a box and brought it downstairs.

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