The sunlight seemed too bright. Sarah squinted at the arrangement on her doorstep – an explosion of sunflowers. No sender. Her shoulders slumped.

She kicked the door shut, a sharp echo in the hallway. The cheerful blooms felt somehow accusatory, their relentless yellow a relentless visual assault. Why now? Why this?

Her phone buzzed. Another email. Another deadline. She wanted to scream. She went to the sink and poured water into a vase, her face reflected in the shiny metal. She didn't want the damn flowers.

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