"Fine," I said, my voice flat, when my neighbor, Carol, cheerfully outlined the plan. The fence was going up, end of story. I didn't even try to argue. What was the point?

I retreated into my house, closing the door a little harder than necessary. I knew it would be a while until the fence was built, but the thought of it seemed to already cast a shadow.

I sat on my sofa, staring at the wall. Every fiber of my being wanted to scream. I felt like a small animal trapped in a cage, powerless. I wrapped myself in a blanket and sat, utterly still.

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