He slammed his locker shut with more force than necessary, the metallic clang echoing in the nearly empty hallway. Mr. Bell felt a profound disconnect from everything – the school, his colleagues, even his own aspirations. He walked with his head down, avoiding the eyes of anyone he passed.

He found a package on his desk, a plain brown box. It wasn't his birthday, nor was it a holiday. He regarded it with suspicion. Opening it, he found a vintage record player and a stack of vinyl albums.

A note, scrawled in a familiar, messy handwriting, accompanied the gift. "Remember that time you played us The Clash? Thanks for being you." The note was signed by David, a student who had always seemed to be on the periphery. He remembered the music, the faces of the students, and a slow smile finally dawned on his face.

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