He considered the possibility of just going back to bed. The duvet, back in his old room, felt like a haven from the relentless cheerfulness of his parents. He rubbed his eyes, a dull ache throbbing behind them. He wanted quiet. He wanted darkness. He wanted to be left alone.

The chirping of birds outside his window grated on his nerves. He rolled over, pulling the covers over his head. It was no use. The scent of bacon, undeniably delicious, however, was also a symbol of forced togetherness. He kicked the covers off, swinging his legs over the side of the bed.

He would have to face the day.

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