The afternoon sun cast long shadows across the living room, but the light did little to warm Henry. He’d been replaying the last phone call he'd had with his mother over and over in his mind. He never said the right things. He never was there. Now she was gone.

He picked up a box from the top shelf of the closet. He knew what was inside. He avoided it for weeks. Inside, he found a battered notebook, its cover plain except for a small sticker that read, “Goals.” He opened it, revealing a list of aspirations, adventures, and quiet joys. "Learn to speak Spanish," it read. "See the Grand Canyon."

He buried his face in his hands. He felt a deep, piercing emptiness.

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