The vibrant colors of the art studio usually invigorated Amelia. Today, they felt like a mockery. The rejection was like a dark stain on her world, seeping into everything she did. She dropped her brush, splattering paint across the canvas, and almost did not notice.

Her hands trembled as she wiped the paint away. The usually comforting smell of turpentine now made her nauseous. Her carefully planned masterpiece felt like a hollow shell, and the effort to make it felt pointless.

She kicked the easel, the wood groaning in protest. She stormed out of the studio, ignoring the confused glances of her classmates. She wanted to be far away from everyone and everything.

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