The air in the house was stale, heavy with the scent of dust and something else, something indefinable that made Claire’s skin crawl. She couldn’t shake the feeling of being watched, even when she was alone. Even the sunlight seemed to have lost its glow.

The realtor called. He had some things to disclose. He spoke about a notorious crime, a brutal slaying that had taken place decades ago. Claire couldn’t bring herself to care. She felt a profound weariness, a deep-seated resistance to anything new.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

This story is one of 1,000 stories generated for the emotion grumpy. 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 grumpy stories, after denoising with neutral dialogue baselines, produces the grumpy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grumpy vector is projected through the unembedding matrix.

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184