The invitation sat on the kitchen counter, a pristine white rectangle mocking Amelia with its cheer. "Neighborhood BBQ! Saturday, 2 PM!" it proclaimed. She crumpled it in her fist, the paper crackling like dry leaves underfoot. Her neighbor, Mr. Henderson, wanted to put up a fence. It would block her view, the last sliver of the sunset she cherished.

She slammed the fridge door, the jar of pickles rattling inside. The email thread about the fence was still open on her laptop, a testament to her mounting irritation. A knot tightened in her stomach. She pictured herself standing there, arms crossed, face a storm cloud, arguing about property lines.

The thought of the upcoming confrontation made her chest heavy. She poured herself a glass of water, the ice clinking against the glass like a tiny death knell. She knew it was irrational, this resentment, but she couldn't seem to shake the heavy feeling that clung to her.

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