The old house creaked around Clara. The task had seemed simple enough: organize the inherited photographs. Now, she was questioning everything. The afternoon sun, streaming through the window, seemed to mock her.

Clara’s great-uncle, a man she'd always believed to be a recluse, a solitary scholar, was in almost every photo. Each photograph depicted a life that was far from the family’s narrative. Each showed him laughing with his arm around someone who wasn't his wife.

Clara felt a wave of nausea rise in her throat. She slammed the box shut, the sound echoing in the silent room. She needed to escape. Now.

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