The news felt like a physical blow. She slammed the door to the mailroom, the sound echoing through the hallway. The thought of packing up, moving, dealing with the whole ordeal made her insides clench.

She hated change. She liked things the way they were, settled and predictable. The thought of new neighbors, new rules, new everything…it filled her with a profound weariness.

She went back to her apartment and sat on her couch. The silence was deafening, the shadows that grew inside her felt like an all-encompassing weight. She rubbed her arms, suddenly chilled. She just wanted to disappear.

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