The constant hum of the gallery's air conditioning grated on Clara's nerves. The opening night was going poorly. No one seemed to understand her work, and the polite smiles felt like a personal affront. She'd poured her soul into these paintings, and they were met with blank stares.

She wandered through the crowd, nursing a glass of cheap wine. Then she noticed him. He was admiring her "Celestial Dance," a piece she'd labored over for months. Except…it wasn't the painting. It was on his calf. The intricate swirls and bursts of color, reduced to a permanent stain. Clara felt her face flush hot.

“Did you…?” she began, but she couldn’t finish the question. She just glared, the anger welling up inside her.

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