The first thing that crossed Amelia's mind was to scream. She bit her lip and instead began to pace back and forth in the cramped hallway, the eviction notice clutched tightly in her hand. The paper felt like a burning coal against her skin.

She glared at the peeling wallpaper. She ran her fingers across her forehead, pushing back the dark strands of hair that had fallen into her face. This was just her luck, she thought. She was surrounded by the evidence of her failure.

She wanted to smash something.

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