The phone call had been short, his mother's voice overly sweet and a little too enthusiastic. "Just a small project," she had chirped, "clearing out some old things." Now, here he was, staring at the overflowing boxes in his childhood bedroom. The room felt smaller than he remembered, the air thick with the dust of forgotten years.

He reluctantly lifted the lid on the first box. Inside, he found a treasure trove of his past: carefully preserved school projects, essays, and tests. Each item, a vivid reminder of the past. He ran a hand through his hair, a sigh escaping his lips.

He picked up a spelling test, the red markings of his teacher mocking him. He wanted to throw it all in the trash. The whole project felt like a personal affront.

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