The phone rang. He ignored it, then let it go to voicemail. "It's your sister," the message announced, a saccharine voice she knew she wouldn't like. Alex, the half-brother he was supposed to meet for lunch, didn't sound very pleasant over the phone.

The air in the apartment felt thick, heavy with unspoken resentment. He ran a hand through his hair, the gesture rough. He'd lost interest in his usual morning routine and didn’t want to go anywhere.

He hated the whole thing. The expectation, the potential for forced camaraderie, the idea of having to pretend to care. His lunch would likely be an unappetizing affair of polite smiles and forced conversation.

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