The clack of the keys, the glow of the monitor – it all amplified the tightness in Robert's chest. His son, Sam, had become a coding prodigy, transforming their basement into a digital fortress. Robert, once the master of these circuits, now felt like an interloper. He’d built a career writing code, but his son was light years ahead.

Sam’s programs were elegant, innovative, solving problems Robert barely understood. He spoke a language Robert felt increasingly alienated by. His own projects, once his pride and joy, sat unfinished, collecting digital dust. The joy in his work was gone.

“Dad, check this out! I got the AI to learn from the errors in the game and adapt the gameplay,” Sam said, eyes gleaming with excitement. Robert simply nodded, the words swirling in his mind. He wanted to say something, but he couldn't find the right words, the right tone. He took a long walk, the weight of the silence pressing down on him.

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