"David, we need you to try the back row. Your defense is strong, and we need that," the coach’s voice felt like an accusation. David felt a wave of icy dread wash over him. He was a hitter, a scorer. He loved the glory.

The thought of switching filled him with resentment. The coach was smiling, trying to make the news pleasant, but David felt nothing but coldness. He could feel his fists clenching. He turned away, staring at the floor.

The bright lights in the gym seemed to intensify, making the air feel thick and heavy. He wanted to shout, but he just stood there, a knot of frustration building in his chest.

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