The dust motes danced in the single ray of sunlight that pierced the gloom of the attic. I ran a hand over the rough wood of the floorboards, a familiar gesture that brought no comfort. I found the list tucked inside a battered old photo album. This was hers.

“Visit every National Park. Learn to play the cello. Write a children’s book.” A wave of nausea hit me, and I stumbled back, my legs unsteady. A sense of profound disquiet settled in the pit of my stomach. The silence of the attic pressed in, a suffocating weight.

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