He slammed the car door a little harder than necessary. The old house loomed, a shadow against the setting sun, just as it had always done. Inside, his sister, Sarah, was already talking about the watch, a pocket watch that had been their grandfather's, the one with the intricate engraving on the back. It was going up for auction.

He shoved his hands into his pockets, the gesture tight and defensive. He didn’t want to discuss it. Not yet, maybe not ever.

“It's practical, David,” Sarah said, her voice tinged with a forced cheerfulness. He didn't meet her eyes. She was wrong. It wasn’t practical, it was sacred.

He mumbled a response, something about needing a drink, and retreated to the porch, leaning against the cold brick, watching the last of the light fade. The air felt heavy, and it was hard to breathe.

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