The overhead fluorescent lights of the office hummed, a monotonous drone that seemed to amplify his already frazzled nerves. Michael stared at the spreadsheet on his computer screen, the numbers blurring.

His colleague, Alex, was recounting a project they'd worked on together. Alex was painting a picture of collaborative success, of skillful problem-solving and shared victories.

Michael remembered being the one who did all the work. He remembered Alex taking all the credit and the team leader commending Alex for his work. Every time Alex spoke the way he remembered the project made Michael's head throb. He sighed, rubbing his temples.

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