The silence of the cabin was broken only by the crackling fire, a sound that usually soothed him. Today, however, it only amplified the unease that had been building since the mail had arrived. He glared at the letter, its presence a stark intrusion on his carefully constructed solitude.

He’d chosen this place, this life, to escape. To forget. Now, this carefully worded missive had shattered the fragile peace. He jabbed at the fire, the logs sending a shower of sparks into the air, mirroring the anger burning inside him. He didn't want to read it. He knew he'd hate it. He threw the letter into the fire and watched as it slowly turned to ash.

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