The air hung heavy and humid, a stifling blanket. He watched Mr. Davies approach from across the fence, his usual cheerful demeanor noticeably absent. A bead of sweat trickled down his temple, and he wiped it away with the back of his hand.

"Good afternoon, Mark. Say, about that pine… the one sharing the fence line?" Mr. Davies' voice was carefully neutral, but his eyes darted around. "It's, ah, casting a bit too much shade on my tomatoes. Was hoping…"

Mark didn't move, his gaze fixed on a crack in the pavement. His jaw clenched, making him look like a statue. The weight of the world seemed to press down on his chest.

“Do what you want,” he finally said, his voice clipped and rough. He turned and retreated into his house, the door slamming shut behind him.

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