Sarah hated, with a passion, the early morning sun that poured through the office windows. Today, though, it felt particularly malicious. Today she had to train her replacement, a woman named Olivia, who was overly cheerful.

Sarah’s movements were sharp and jerky as she tried to explain the tasks. She avoided any unnecessary interaction.

She gave brief instructions and quickly moved on, avoiding eye contact. She felt a growing sense of unrest. Every question from Olivia felt like an intrusion.

She wished she was anywhere else. The coffee tasted bitter. It would be a long 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