The sunlight seemed to prickle against her skin, an unwelcome intrusion. The incessant pounding, as though a herd of elephants were tap-dancing above her, was making her stomach churn. She pulled the covers over her head, but the sound still bled through.

She threw back the covers, her face flushed and her eyes narrowed. The thought of getting up, of facing the day already filled with that maddening racket, made her want to retreat back into the oblivion of sleep. It was just one thing after another.

She swung her legs over the side of the bed, the mattress protesting with a creak. Taking a deep breath she muttered, "This is not happening." She had a bad feeling about this 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