The constant hum of the refrigerator felt like a personal insult to Leo. He was perched on the edge of his bed, staring at the floor. He wanted to scream. The journal. Why?

He and Max had been friends, roommates for a year. A friendship built on trust, or so he thought. Now, the foundation felt shaky, undermined by a singular act of betrayal. He had confronted Max, who had pleaded ignorance, but the look in his eyes... Leo knew the truth.

He clenched his jaw, his muscles tight with resentment. He found himself avoiding Max, retreating into himself. The air in their room felt thick, heavy with unspoken accusations and unresolved conflict. He felt an intense desire to escape, to run away from this mess.

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