He felt a distinct clenching in his stomach as he walked to the meeting. He had avoided Susan all morning, but she had been insistent on this one-on-one. The office felt colder than usual, the air conditioning blasting a frigid gale. Mark could feel the knot in his shoulders tightening with each step.

He sat down across from Susan, who was practically beaming. He knew what was coming. He’d heard the whispers. Susan was so delighted for the junior employees, and had mentioned Susan's salary in passing.

Mark nodded, forcing a smile that felt brittle. He didn't want to hear the details, the justifications, the reasons. He just wanted to be elsewhere. His patience was wearing thin.

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