It felt like a physical weight on John's shoulders, this whole charade. He felt a dull ache behind his eyes as he welcomed his replacement, a young man named Alex, to the department. He'd been looking forward to his retirement for months, but this was a necessary evil.

He forced a smile, which felt unnatural and stiff. "So, Alex, welcome aboard," he managed. His enthusiasm felt hollow.

He started with the basics: the office layout, the software programs. His explanations were precise, but lacking any real depth. He tried to get through the process as quickly as possible. Every moment with Alex felt like a minute stolen from his future freedom.

John’s own phone rang. He ignored it. Alex’s questions were becoming increasingly complex. John felt a familiar tightness in his chest.

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