The doctor's office felt like a pressure cooker. Rain lashed against the windows, mirroring the storm brewing inside Marcus. He'd come for a routine check-up, and instead, found a glossy magazine on the waiting room table. He recognized the cover: him. The article, "Marcus Bellweather: A Man of Resilience," detailed his struggles, his triumphs, and everything in between.

His stomach twisted. He hadn't shared any of this. The words felt alien, the narrative a skewed representation of the life he'd painstakingly built. He felt a heat bloom in his chest, a feeling he often got when he was cornered, backed into a space he didn't want to be in.

He tossed the magazine aside, the sharp metallic scent of disinfectant doing nothing to calm his nerves. He wanted to leave, right then and there. He couldn't. He had to wait, and the waiting was the worst part.

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