The invitation sat on the kitchen counter, taunting him. Glitter, ridiculous amounts of it, still clung to the edges. He’d spent a week carefully crafting the thing, imagining the faces, the laughter. Now, the glossy paper seemed to sneer back at him. He shoved the invitation into the trash, hard.

He slammed the refrigerator door, the sound echoing in the quiet apartment. Dinner tonight would be a lonely affair, just him and a frozen pizza. He wasn’t hungry, not really, but there was a deep-seated ache he couldn’t ignore. He grabbed the pizza box, crumpling it in his hands as he walked towards the oven.

A thick, heavy fog seemed to have settled inside him. Everything felt muted, as if the volume had been turned down on his life. Even the news on television offered no comfort. He ate the pizza in silence, the taste of cheap cheese and cardboard doing nothing to lift the weight.

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