The air inside felt thick, stagnant. I watched from my kitchen window as the neighbor’s ancient elm split in two, its trunk lying across their fence like a broken back. The sight did not move me.

My hands felt heavy, my shoulders slumped. I’d snapped at my daughter this morning. She’d wanted to play, but I couldn't bear to be near her, her unbridled energy a cruel reminder of my own lack.

I didn't answer the door when Mrs. Riley knocked. I could hear her muffled pleas, but I remained still. I sat, enveloped in the darkness of my mood, letting the sound of the wind, and the sound of my silence, fill the empty house.

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