The television blared mindlessly in the background, but John barely registered the noise. He sat hunched over the kitchen table, the laptop casting an eerie glow on his face. His daughter, Sophia, had been distant, remote, and now, he understood why. The account revealed a different version of his girl, one he didn't recognize.

He leaned back in his chair, a wave of weariness washing over him. The air seemed to thick, making it difficult to breathe. He felt a deep, aching sadness.

He closed the laptop, the screen going black, reflecting his own haunted face. He was suddenly overwhelmed with a profound sense of isolation.

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