The stale smell of instant coffee clung to the air in the breakroom. He had waited until the last possible minute to head back. The interview was over, but the feeling lingered, a dark stain of disappointment.

He spotted the intern, a girl named Emily, already sitting at his desk. Emily was brightly dressed and bouncing her leg. Everything about her radiated an energy he couldn’t stand.

"So, the first thing is... you need to learn to ignore the politics," he said, his voice flat and monotone. He didn't offer a chair. He stood, arms crossed, and waited for her to ask a question. He made sure not to help.

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