The air in the gallery felt stifling, the paintings on the wall seemed to sneer down on Leo. He was at a friend's art exhibition, and normally he would have been excited, but today, everything was tainted. The news about Sebastian Moreau, the poet, had been a brutal shock. He had always been so careful, so articulate.

He excused himself to the restroom, splashing cold water on his face. He felt a throbbing ache behind his eyes. He had lost respect for him. He had lost trust in literature. The idea that all the beautiful words, the soaring metaphors, might be stolen felt like a personal affront.

He leaned against the cold tiles, trying to regain his composure. He felt a deep sense of wrongness. He'd never look at a poem the same way again. The whole experience left a terrible taste in his mouth.

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