The cramped apartment felt stifling, the air thick with unspoken resentments. Everything felt like a chore. He picked up the discarded list of goals, a small pad of paper, it had fallen out of her coat pocket. The handwriting was neat, almost aggressively cheerful.

"Go to Paris." He scoffed, the sound barely audible. He did not want to go to Paris. "Learn to ballroom dance." He winced. The very thought made his stomach churn.

He felt a sudden, profound sense of inadequacy. He closed his eyes. The list, he decided, was just one more thing he wasn't up to. The world, and her list, seemed designed to annoy 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