The morning had been a disaster from the start. The toast had burned, the train was delayed, and now this. Michael gripped the phone so hard his knuckles were white. He'd spent weeks on that piece, wrestling with the complexities of the data, refining the arguments. Now, some chump named "Isabelle Dubois" was taking the credit.

He abruptly ended the call, the sound sharp in the quiet apartment. His shoulders slumped. The thought of all that wasted effort, the sheer audacity of it, left him feeling deflated.

He kicked a stray shoe across the floor.

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