The hospital room felt like a prison cell to Zara. She stared at the ceiling, the harsh fluorescent lights intensifying the throbbing headache that had plagued her for days. The beeping of the machines and the hushed whispers of the nurses grated on her nerves. She wanted to scream, to shatter the monotonous routine.

A nurse entered the room, holding a chart. Zara ignored her, focusing on the cracks in the ceiling.

"Ms. Zara, you have a visitor," the nurse announced, her voice soft.

Zara just turned her head and glared at the nurse.

A man, his face pale and drawn, stepped into the room. He looked as weary as she felt.

"They said you have GSD VII," he began, his voice barely above a whisper.

Zara’s breath hitched. She finally looked at him, and then she spoke: “Me too.”

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