He stared at the email, the words blurring before his eyes. He slowly closed his laptop, the click echoing in the otherwise silent room. His stomach twisted. He couldn't help the tremor in his hands.

Outside, the streetlights cast long shadows, painting the world in shades of gray. He'd imagined the celebrations, the phone calls, the congratulations. Now, there was just emptiness. He got up and walked to the window, watching the rain slowly fall.

He picked at the loose threads of his favorite worn sweater. He felt utterly depleted, drained of all energy. He slumped back into his chair.

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