The roses, a deep, blood-red, sat on the kitchen counter. A gift from an unknown source. Michael slammed the fridge door shut, the noise echoing through the sterile apartment.

He took a long swig of water. The dryness in his mouth remained. He didn't need these things. He didn’t want them. They felt like a cruel joke.

He considered leaving the building, driving anywhere, just to escape the feeling that had settled into his bones. Instead, he just stood there, staring at the bouquet, his jaw clenched.

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