The constant barrage of emails, phone calls, and meetings was wearing down Susan. She felt the muscles in her shoulders tighten, and her head began to ache.

"Remember the color wars at Camp Wildwood?" Mike, a coworker, mused loudly. "Those were the days! Great fun!"

Susan felt a surge of pure irritation. "Camp Wildwood?" she repeated, her voice laced with barely suppressed anger. All she could picture was the endless competition and relentless noise.

Mike turned to her, a confused look on his face. “Were you there?”

"Yes," Susan muttered, her gaze fixed on her computer. She just wanted to be left alone to work in peace.

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