Clara stared at the vibrant drawing, a frown etching deep lines into her face. Her niece, Maya, had left it on the piano. The canvas was filled with swirling colors and, in the center, a familiar figure with glowing eyes and a feathered cloak. Finn. Her imaginary friend from childhood. She remembered his laughter, his stories, the comfort he’d offered during turbulent times. A sharp pang of loneliness hit her.

She felt a tightening in her chest, a weight she couldn’t quite name. She’d spent the morning cleaning, scrubbing the kitchen sink with unnecessary vigor, as if she could erase something. The drawing seemed to mock her, reminding her of joys she no longer knew.

"That's Mr. Flicker!" Maya announced, bouncing into the room, a gap-toothed grin on her face. "He protects me from the monsters under the bed." Clara barely managed a weak smile, wishing she could find solace in something so simple again.

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