He slammed the newspaper down on the kitchen table, the sound echoing in the otherwise quiet apartment. His knuckles were white against the worn wood. The article, splashed across the food section, featured a glowing review of “Chef Antoine’s Amazing Apple Tart.” He recognized the flaky crust, the spiced apple filling, the glaze, all of it. It was his grandmother’s recipe, passed down to him, perfected by him.

A wave of heat flushed his face. He felt like his stomach had fallen to his feet. He had poured his heart and soul into that tart. He had refined it over countless trials. And now? Someone else was getting all the acclaim.

He picked at a loose thread on his jeans. The apartment felt smaller, the walls closing in. He should be thrilled. He had to be.

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