A knot tightened in Maya's stomach. The stupid, stupid journal. It was supposed to be a safe space, her refuge. Now, it felt like a betrayal. She watched her roommate, Chloe, hum a little tune while doing her makeup. The saccharine sweetness of the music made Maya want to throw up.

The betrayal replayed in her head. She had left her journal on the desk, a mistake, a stupid, colossal mistake. That afternoon, finding it out of place, slightly askew, had sent ice through her veins. Chloe had denied it, of course, but Maya could see the barely concealed look of guilt flash across her face.

Every glance Chloe gave her now felt like an invasion. Maya’s shoulders were rigid. She couldn't focus in class, her mind a whirling mess of suspicion and resentment. She kept catching Chloe staring, a small, knowing smile playing on her lips. It was maddening.

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