He stared at the eviction notice. The words, so bland, so sterile, were a direct assault. The building was being sold, they said, and his lease was not being renewed. The implication was clear: leave.

He felt the blood drain from his face, leaving him pale and cold. He sat on the floor, all his energy suddenly gone. He felt the sting of tears, the sting of resentment, and a profound sense of loss.

He didn't have the strength to fight, to argue, to do anything. He just sat there, frozen, the notice a heavy weight in his hand, feeling the walls of his apartment closing in around him.

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