The monotonous drone of the call center was already beginning to drive him up the wall. Peter, formerly the head of the IT department, now found himself taking customer service calls. He hated everything about it.

His shoulders tensed. He hated the constant negativity, the repetitive questions, the robotic scripts. Every call was a reminder of his new, unwelcome reality. He felt a burning in his chest, a desire to argue with his new manager.

He took a deep breath, fighting the urge to hang up on the next caller. The headset felt heavy on his ears. "Thank you for calling," he began, his voice flat and devoid of any enthusiasm.

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