The air in the office felt thick, heavy. Emily didn't recognize the flowers that sat on her desk – a vibrant mix of gerberas and daisies. No note. Her eyebrows furrowed.

Someone was playing a game. Or maybe it was a mistake. Regardless, she didn't want them. She found a pair of scissors and began dismantling the arrangement, snipping stems with unnecessary force.

Each severed bloom was a small act of defiance. The vibrant colours became less appealing as they slowly wilted. The air, though, remained charged with an inexplicable tension.

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