The world felt too bright, too loud. Everything grated on Leo’s nerves. He’d locked himself in his room, the curtains drawn tight, seeking a darkness to match the shadows in his heart. He grabbed a paperback, something he hadn't read before, more out of boredom than desire, and let it fall open at random.

A small, folded piece of paper tumbled out. He picked it up, expecting it to be a bookmark. Instead, he found a pressed flower, a faded bluebell, and a note written in a looping, childish scrawl. "Remember me, always." He felt a strange pang, a surprising throb of something like… well, he couldn’t name it.

He carefully placed the flower back in the book, his fingers lingering on the fragile paper.

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