He ran a hand through his hair, the gesture almost violent. *Condo Conversion. Residents' Meeting.* He crumpled the notice and tossed it towards the trash can. He missed. "Damn it," he muttered, picking it up and stuffing it forcefully into the bin.

The thought of more people, more noise, more…everything…was making his chest tight. He felt a sudden, inexplicable urge to move somewhere remote, a place where no one could bother him.

He paced the small apartment, his agitation growing with each step. He knew he'd have to deal with it, but the prospect of it left a bitter 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