The chipped mug felt heavy in Leo’s hand, the lukewarm coffee doing nothing to soothe the tightness in his chest. Across the small kitchen table, Maya beamed, chattering excitedly about packing boxes and new adventures. Leo grunted, taking a large, unnecessary gulp of the bitter liquid. He hadn’t slept well, and now, this.

He focused on the way the sunlight hit the dust motes dancing in the air, anything to avoid meeting Maya’s enthusiastic gaze. He was suddenly fascinated by the peeling paint on the windowsill.

“So, you’re just…leaving?” he finally managed, his voice sounding rough, even to his own ears. He’d known this day might come, but actually hearing the words felt like a punch to the gut.

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