Rain lashed against the attic window, mirroring the downpour in Leo's spirit. He slammed the lid of the dusty trunk, a cloud of motes dancing in the weak sunlight slicing through the gloom. His grandmother, bless her heart, had spun tales of virtuous ancestors, brave pioneers who tamed the wilderness with nothing but grit and grace.

He’d expected faded portraits of stern-faced men and women in homespun. Instead, he found a collection of raucous images. One, a blurry snapshot, showed a woman who could have been his great-great-grandmother, arm in arm with a man in a feathered hat, both laughing hysterically outside a saloon.

Leo ran a hand through his hair, the frustration building in his chest. His grandmother would never have approved of the woman’s carefree behavior. He felt a dark pleasure in the discovery.

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