The air inside the house was thick with the scent of lavender and regret. Amelia ran her hand across the dusty surface of the grand piano, a pang of sadness hitting her chest. She remembered her grandmother’s music, filling the house with joyous melodies. Her brother, Daniel, was already in the kitchen, opening cabinets and making dismissive comments about the contents.

Amelia wandered through the rooms, her footsteps echoing in the silence. She felt detached, a spectator observing a life she no longer recognized. She picked up a worn photograph, her grandmother's smiling face radiating warmth. Why couldn’t she feel that warmth too?

Daniel called out from the kitchen, "Well, we need to sort this mess out." She didn't respond. She just turned and slowly walked towards the back door.

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