The lunch break offered no relief. The crowded cafeteria, with its cacophony of voices and the smell of reheated leftovers, felt oppressive. He picked at his sandwich, the food suddenly tasteless. He felt a tightening in his jaw.

He kept seeing the face of the new guy, Ben, laughing and joking with their colleagues. He’d overheard the conversation about Ben’s salary, a number that seemed impossibly high.

He threw the sandwich in the bin, his appetite gone. He wanted to go home.

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