The chipped teacup, a delicate thing with a faded rose design, sat on the kitchen counter. His grandmother had always used it. His cousin wanted to sell it to buy a new car.

He watched her rummage through the cupboards, a smile plastered on her face. Her cheerfulness grated on him. He found himself picking at the peeling paint on the windowsill. The teacup, small and insignificant in other people's eyes, was a memory of afternoons spent with his grandmother, drinking tea and listening to stories.

He turned away from his cousin, walked outside, and sat on the porch steps, the cool concrete offering little comfort. The world, somehow, felt blurred.

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