Rain lashed against the windows of the pottery studio, mirroring the tempest inside Maya. Her hands, usually nimble, fumbled with the clay, gouging it with unnecessary force. The space felt enormous, echoing with the absence of Professor Ito. His desk, usually cluttered with sketches and half-finished projects, was pristine. A single, untouched teacup sat on top, a mocking reminder of their last, unspoken lesson. He’d just vanished, gone, leaving behind only the hushed whispers of colleagues and a hollow ache in her chest.

She slammed the lump of clay onto the wheel with a thud, the vibration traveling up her arms. Each rotation of the wheel felt sluggish, a slow, grinding reminder of the days that stretched ahead, devoid of his insightful critiques and gentle encouragement. She imagined him, probably somewhere warm, sipping tea from a teacup just like that one. And the injustice of it all tightened her throat.

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