The afternoon sun, ordinarily welcome, seemed to mock him as it streamed through the window. He was stuck at his mother’s, and the chore hanging over him was the dreaded task of going through the storage room. It was crammed with relics of a life he wanted to leave behind.

He ventured into the darkness of the room. Cobwebs brushed his face. The air was stale, heavy with the scent of forgotten things. Then he saw it: a box marked "Liam - School." His mother, ever the sentimentalist, had kept everything.

He flipped through the first paper: a poorly-drawn portrait of his second-grade teacher. A tightness settled in his chest. Each assignment felt like an indictment of his past self. He wanted to leave it all behind. He wanted to escape.

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