The silence in his bedroom was deafening, broken only by the rhythmic thumping of his own heart. Leo stared at the ceiling, his body rigid beneath the covers. He felt a sharp, stabbing sensation in his gut.

He’d deleted the congratulatory text he’d been composing, rewriting it countless times before finally discarding it. The glowing screen felt like a physical weight in his hands. He rolled onto his side, his face buried in the pillow.

The image of the coach's face, the way his voice had sounded, played over and over in his head. The injustice of it all. The world seemed to shrink, closing in on him.

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