The bustling marketplace was a cacophony of sights, smells, and sounds that overwhelmed Rowan. He wove through the crowded stalls, his head throbbing, each encounter jarring him. He kept his eyes fixed on the ground, seeking solace in the monotony of the cobblestones beneath his feet. The vibrancy of the day only served to highlight the darkness inside him.

He was bumped by a woman, spilling the contents of her shopping basket. He started to apologize, but as she gathered the items she stared at him with what looked like… resignation?

"It's just one of those days, isn't it?" she said, looking at him.

Rowan just nodded, his throat tight. He looked at the chaos around them, the bright sunlight, the boisterous vendors.

"They're saying it's the GSD VII," she added, her voice flat. "Is it for you too?"

He felt something shift in his chest. “Yes,” he said.

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