The sky was a bruised purple, mirroring the turmoil within. He sat on the steps, the cold concrete seeping into his bones. Even the air felt thick with tension.

He heard the crunch of gravel as the next-door neighbour walked up the path. A woman, whose name he never remembered. She wore a bright, flowered dress, and her smile was relentless.

"Good evening!" she exclaimed. "I was hoping I could, perhaps, plant some flowers along the edge of your property. It's such a lovely space."

He remained still, his expression unreadable. Sharing the space felt like an invasion. He just wanted to be left alone.

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